diff --git a/README.md b/README.md
index 5360e10..75af9eb 100644
--- a/README.md
+++ b/README.md
@@ -2,6 +2,31 @@
 
 An experimental single node out-of core graph algorithms.
 
+## About
+
+The project aims to re-implement the GraphX computation model ([_Gonzalez, J. E., Xin, R. S., Dave, A., Crankshaw, D., Franklin, M. J., & Stoica, I. (2014). {GraphX}: Graph processing in a distributed dataflow framework. In 11th USENIX symposium on operating systems design and implementation (OSDI 14) (pp. 599-613)._](https://www.usenix.org/system/files/conference/osdi14/osdi14-paper-gonzalez.pdf)) inside the [Apache DataFusion](https://datafusion.apache.org/).
+
+The main idea behind this tool is the question why one should move the data outside the query engine, convert it to Compressed Sparse Rows and then transform it back just to run one of graph algorithms as part of the broader data processing pipeline. And the answer is simple: one doesn't need to do so.
+
+Graph is threated as two relations:
+
+- `edges`
+- `vertices`
+
+and algorithms are implemented as relational operations like `SELECT`, `JOIN`, `GROUP BY` and `AGGREGATE` over this two relations.
+
+The "driver" is stateless and does not handle any data bigger a few constants. All the algorithms are written in the way when the peak memory consumption does not depend of the data size but depend only on DataFusion's batch-size and an amount of parallel workers.
+
+## State of the project
+
+Right now there is a CLI that can be used but I cannot guarantee that there won't be any breaking changes in the future. No releases or published artifacts for now. While the libraray public surface is stabilizing, I cannot guarantee as well there won't be any breaking changes.
+
+Feel free to open an issue if you have an idea of what can be chnaged and how the public API should look like.
+
+Python bindings with `pyo3` / `maturin` are planned but out-of-scope right now.
+
+Right now the project is able to run *some* graph algorithms on billion-scale graphs on a sinlge node. See current benchmark results [here](benches/results/README.md).
+
 ## Usage
 
 ### CLI
diff --git a/benches/README.md b/benches/README.md
index 1b43fbf..5f7a9bd 100644
--- a/benches/README.md
+++ b/benches/README.md
@@ -72,15 +72,15 @@ For every (algorithm, dataset) the runner:
 
 The runner hardcodes LDBC-inspired parameters (no properties/manifest files):
 
-| algorithm | CLI subcommand | parameters |
-|---|---|---|
-| pagerank | `page-rank`   | `--max-iter 10` (damping 0.85) |
-| wcc      | `wcc`         | `--seed 42` |
-| kcore    | `kcore`       | `--max-iter 10` |
-| hyperanf | `hyperanf`    | `--n-hops 5` |
-| sp       | `shortest-path` | landmark = 25th percentile vertex id (0.25 * vertices) |
-| cdlp     | `classical-lp` | `--max-iter 10` (LDBC bidirectional-edge semantic) |
-| mis      | `mis`         | — |
+| algorithm | CLI subcommand  | parameters                                             |
+| --------- | --------------- | ------------------------------------------------------ |
+| pagerank  | `page-rank`     | `--max-iter 10` (damping 0.85)                         |
+| wcc       | `wcc`           | `--seed 42`                                            |
+| kcore     | `kcore`         | `--max-iter 10`                                        |
+| hyperanf  | `hyperanf`      | `--n-hops 5`                                           |
+| sp        | `shortest-path` | landmark = 25th percentile vertex id (0.25 * vertices) |
+| cdlp      | `classical-lp`  | `--max-iter 10` (LDBC bidirectional-edge semantic)     |
+| mis       | `mis`           | —                                                      |
 
 `--undirected` is honoured per algorithm: PageRank is defined only on directed
 graphs (ignored), WCC/KCore/MIS and ClassicalLP symmetrize internally
@@ -88,10 +88,10 @@ graphs (ignored), WCC/KCore/MIS and ClassicalLP symmetrize internally
 
 ## Monitoring notes
 
-* RSS sampling reads `/proc/<pid>/status` (`VmRSS` per poll, `VmHWM` for the
+- RSS sampling reads `/proc/<pid>/status` (`VmRSS` per poll, `VmHWM` for the
   peak) — Linux only by design; the JSON simply records no RSS series on other
   platforms.
-* Disk sampling defaults to `--disk-mode du`: the size of the workdir tree
+- Disk sampling defaults to `--disk-mode du`: the size of the workdir tree
   itself (checkpoints, spills, output), measured with a pure-python `os.walk`
   — exact and cheap (the workdir only holds a handful of parquet files), so it
   samples at the same rate as everything else. This is what makes the disk
@@ -102,7 +102,7 @@ graphs (ignored), WCC/KCore/MIS and ClassicalLP symmetrize internally
   free-space accounting (e.g. btrfs) and can read ~0 while the tree holds
   hundreds of MB. Deltas are floored at 0 (disk consumption is never
   negative), and the RSS/disk plots cap the mean and CI band at 0 as well.
-* Point `--checkpoint-dir` at fast local storage (NVMe/SSD); with
+- Point `--checkpoint-dir` at fast local storage (NVMe/SSD); with
   `--disk-mode du` (the default) the measurement is the workdir tree itself,
   so a dedicated mount is no longer required for clean disk numbers.
 
diff --git a/benches/results/README.md b/benches/results/README.md
new file mode 100644
index 0000000..32564ec
--- /dev/null
+++ b/benches/results/README.md
@@ -0,0 +1,36 @@
+# Setup
+
+## Instance
+
+[`c5d.4xlarge`](https://instances.vantage.sh/aws/ec2/c5d.4xlarge?currency=USD)
+
+| Key                   | Value                     |
+| --------------------- | ------------------------- |
+| vCPUs                 | 16                        |
+| Memory (GiB)          | 32                        |
+| Memory per vCPU (GiB) | 2                         |
+| Physical Processor    | Intel Xeon Platinum 8124M |
+| Clock Speed (GHz)     | 3.4 GHz                   |
+| CPU Architecture      | x86_64                    |
+| NVME Drive            | true                      |
+| Disk Space (GiB)      | 400                       |
+
+## Run arguments
+
+Entry point: `benches/python/main.py`
+
+- `--max-memory 30G`
+- `--num-workers 16`
+
+# Results
+
+Wall time, peak RSS and peak disk are medians over 5 runs (see `<algorithm>/<size>/<graph>/benchmark.json`).
+
+| graph                 | nodes       | edges         | cdlp                                                                                                                                 | hyperanf                                                                                                                            | kcore                                                                                                                                 | mis                                                                                                                                     | pagerank (10 iterations)                                                                                                              | pic                                                                                                                                     | sp                                                                                                                                    | wcc                                                                                                                                     |
+| --------------------- | ----------- | ------------- | ------------------------------------------------------------------------------------------------------------------------------------ | ----------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------- |
+| **cit-Patents** (XS)  | 3,774,768   | 16,518,947    | <table><tr><td>wall</td><td>12.10 s</td></tr><tr><td>rss</td><td>2.61 GiB</td></tr><tr><td>disk</td><td>0.49 GiB</td></tr></table>   | <table><tr><td>wall</td><td>70.71 s</td></tr><tr><td>rss</td><td>21.76 GiB</td></tr><tr><td>disk</td><td>6.56 GiB</td></tr></table> | <table><tr><td>wall</td><td>11.92 s</td></tr><tr><td>rss</td><td>3.63 GiB</td></tr><tr><td>disk</td><td>0.42 GiB</td></tr></table>    | <table><tr><td>wall</td><td>9.69 s</td></tr><tr><td>rss</td><td>3.06 GiB</td></tr><tr><td>disk</td><td>0.38 GiB</td></tr></table>       | <table><tr><td>wall</td><td>4.05 s</td></tr><tr><td>rss</td><td>1.06 GiB</td></tr><tr><td>disk</td><td>0.33 GiB</td></tr></table>     | <table><tr><td>wall</td><td>17.48 s</td></tr><tr><td>rss</td><td>1.83 GiB</td></tr><tr><td>disk</td><td>1.78 GiB</td></tr></table>      | <table><tr><td>wall</td><td>0.90 s</td></tr><tr><td>rss</td><td>0.95 GiB</td></tr><tr><td>disk</td><td>0.19 GiB</td></tr></table>     | <table><tr><td>wall</td><td>4.71 s</td></tr><tr><td>rss</td><td>1.46 GiB</td></tr><tr><td>disk</td><td>0.23 GiB</td></tr></table>       |
+| **graph500-24** (M)   | 8,870,942   | 260,379,520   | <table><tr><td>wall</td><td>250.23 s</td></tr><tr><td>rss</td><td>29.11 GiB</td></tr><tr><td>disk</td><td>8.24 GiB</td></tr></table> | -                                                                                                                                   | <table><tr><td>wall</td><td>287.82 s</td></tr><tr><td>rss</td><td>25.64 GiB</td></tr><tr><td>disk</td><td>12.76 GiB</td></tr></table> | <table><tr><td>wall</td><td>113.43 s</td></tr><tr><td>rss</td><td>13.50 GiB</td></tr><tr><td>disk</td><td>12.55 GiB</td></tr></table>   | <table><tr><td>wall</td><td>24.49 s</td></tr><tr><td>rss</td><td>5.02 GiB</td></tr><tr><td>disk</td><td>2.34 GiB</td></tr></table>    | <table><tr><td>wall</td><td>220.52 s</td></tr><tr><td>rss</td><td>12.77 GiB</td></tr><tr><td>disk</td><td>12.35 GiB</td></tr></table>   | <table><tr><td>wall</td><td>6.68 s</td></tr><tr><td>rss</td><td>4.97 GiB</td></tr><tr><td>disk</td><td>2.10 GiB</td></tr></table>     | <table><tr><td>wall</td><td>33.28 s</td></tr><tr><td>rss</td><td>14.01 GiB</td></tr><tr><td>disk</td><td>6.16 GiB</td></tr></table>     |
+| **graph500-25** (L)   | 17,062,472  | 523,602,831   | -                                                                                                                                    | -                                                                                                                                   | -                                                                                                                                     | <table><tr><td>wall</td><td>242.21 s</td></tr><tr><td>rss</td><td>13.15 GiB</td></tr><tr><td>disk</td><td>28.93 GiB</td></tr></table>   | <table><tr><td>wall</td><td>62.32 s</td></tr><tr><td>rss</td><td>12.44 GiB</td></tr><tr><td>disk</td><td>8.59 GiB</td></tr></table>   | <table><tr><td>wall</td><td>404.84 s</td></tr><tr><td>rss</td><td>15.18 GiB</td></tr><tr><td>disk</td><td>25.85 GiB</td></tr></table>   | <table><tr><td>wall</td><td>26.44 s</td></tr><tr><td>rss</td><td>12.38 GiB</td></tr><tr><td>disk</td><td>8.58 GiB</td></tr></table>   | <table><tr><td>wall</td><td>82.46 s</td></tr><tr><td>rss</td><td>18.63 GiB</td></tr><tr><td>disk</td><td>12.20 GiB</td></tr></table>    |
+| **graph500-26** (XL)  | 32,804,978  | 1,051,922,853 | -                                                                                                                                    | -                                                                                                                                   | -                                                                                                                                     | <table><tr><td>wall</td><td>506.16 s</td></tr><tr><td>rss</td><td>13.38 GiB</td></tr><tr><td>disk</td><td>60.63 GiB</td></tr></table>   | <table><tr><td>wall</td><td>148.68 s</td></tr><tr><td>rss</td><td>14.26 GiB</td></tr><tr><td>disk</td><td>19.33 GiB</td></tr></table> | <table><tr><td>wall</td><td>883.48 s</td></tr><tr><td>rss</td><td>19.37 GiB</td></tr><tr><td>disk</td><td>59.41 GiB</td></tr></table>   | <table><tr><td>wall</td><td>72.86 s</td></tr><tr><td>rss</td><td>13.79 GiB</td></tr><tr><td>disk</td><td>19.86 GiB</td></tr></table>  | <table><tr><td>wall</td><td>212.81 s</td></tr><tr><td>rss</td><td>20.52 GiB</td></tr><tr><td>disk</td><td>28.81 GiB</td></tr></table>   |
+| **graph500-27** (XL)  | 65,609,956  | 2,111,642,032 | -                                                                                                                                    | -                                                                                                                                   | -                                                                                                                                     | <table><tr><td>wall</td><td>2790.29 s</td></tr><tr><td>rss</td><td>13.81 GiB</td></tr><tr><td>disk</td><td>124.31 GiB</td></tr></table> | <table><tr><td>wall</td><td>418.51 s</td></tr><tr><td>rss</td><td>15.92 GiB</td></tr><tr><td>disk</td><td>43.82 GiB</td></tr></table> | <table><tr><td>wall</td><td>1896.83 s</td></tr><tr><td>rss</td><td>18.34 GiB</td></tr><tr><td>disk</td><td>120.80 GiB</td></tr></table> | <table><tr><td>wall</td><td>182.62 s</td></tr><tr><td>rss</td><td>17.48 GiB</td></tr><tr><td>disk</td><td>43.67 GiB</td></tr></table> | <table><tr><td>wall</td><td>480.69 s</td></tr><tr><td>rss</td><td>17.28 GiB</td></tr><tr><td>disk</td><td>60.93 GiB</td></tr></table>   |
+| **graph500-28** (2XL) | 121,242,388 | 4,236,163,958 | -                                                                                                                                    | -                                                                                                                                   | -                                                                                                                                     | -                                                                                                                                       | <table><tr><td>wall</td><td>911.85 s</td></tr><tr><td>rss</td><td>18.31 GiB</td></tr><tr><td>disk</td><td>91.39 GiB</td></tr></table> | -                                                                                                                                       | <table><tr><td>wall</td><td>782.63 s</td></tr><tr><td>rss</td><td>17.59 GiB</td></tr><tr><td>disk</td><td>90.50 GiB</td></tr></table> | <table><tr><td>wall</td><td>1008.91 s</td></tr><tr><td>rss</td><td>20.21 GiB</td></tr><tr><td>disk</td><td>120.34 GiB</td></tr></table> |
diff --git a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/benchmark.json b/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index 5d39e90..0000000
--- a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,26769 +0,0 @@
-{
-  "algorithm": "cdlp",
-  "dataset": "graph500-25",
-  "size_class": "L",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/cdlp_graph500-25",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--max-iter",
-      "10"
-    ]
-  },
-  "graph": {
-    "vertices": 17000000,
-    "edges": 523000000,
-    "nodes_str": "17M",
-    "edges_str": "523M"
-  },
-  "warmup": {
-    "wall_time_s": 1752.0149056510127,
-    "sampling_interval_s": 1.0
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 1729.6971714129904,
-      "peak_rss_kb": 20552700,
-      "peak_disk_bytes": 17703081984.0,
-      "returncode": 0,
-      "n_samples": 1728
-    },
-    {
-      "index": 1,
-      "wall_time_s": 1704.450688190991,
-      "peak_rss_kb": 19343796,
-      "peak_disk_bytes": 17541271552.0,
-      "returncode": 0,
-      "n_samples": 1702
-    },
-    {
-      "index": 2,
-      "wall_time_s": 1714.9381279179943,
-      "peak_rss_kb": 19948016,
-      "peak_disk_bytes": 17673341952.0,
-      "returncode": 0,
-      "n_samples": 1711
-    },
-    {
-      "index": 3,
-      "wall_time_s": 1721.4494942039892,
-      "peak_rss_kb": 20608400,
-      "peak_disk_bytes": 17565021184.0,
-      "returncode": 0,
-      "n_samples": 1716
-    },
-    {
-      "index": 4,
-      "wall_time_s": 1683.9161620689847,
-      "peak_rss_kb": 19657364,
-      "peak_disk_bytes": 17823055872.0,
-      "returncode": 0,
-      "n_samples": 1676
-    }
-  ],
-  "stats": {
-    "wall_time_s": {
-      "n": 5,
-      "median": 1714.9381279179943,
-      "mean": 1710.8903287589899,
-      "std": 17.68228366758688,
-      "min": 1683.9161620689847,
-      "max": 1729.6971714129904,
-      "p90": 1726.39810052939,
-      "p95": 1728.0476359711902
-    },
-    "peak_rss_kb": {
-      "n": 5,
-      "median": 19948016.0,
-      "mean": 20022055.2,
-      "std": 553150.3288286106,
-      "min": 19343796,
-      "max": 20608400,
-      "p90": 20586120.0,
-      "p95": 20597260.0
-    },
-    "peak_disk_bytes": {
-      "n": 5,
-      "median": 17673341952.0,
-      "mean": 17661154508.8,
-      "std": 113723390.099213,
-      "min": 17541271552.0,
-      "max": 17823055872.0,
-      "p90": 17775066316.8,
-      "p95": 17799061094.4
-    },
-    "medges_per_sec": 0.3049672705305955
-  },
-  "series": {
-    "alignment": "dtw",
-    "ref_run": 2,
-    "band_frac": 0.25,
-    "grid_size": 100,
-    "rss_bands_gib": [
-      [
-        4.417930927053739,
-        -0.2652206902296168,
-        9.101082544337094
-      ],
-      [
-        8.819278837942251,
-        7.6524566081309215,
-        9.986101067753582
-      ],
-      [
-        9.690738870381356,
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-      [
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-    "platform": "Linux-7.0.0-1010-aws-x86_64-with-glibc2.43",
-    "python": "3.14.4",
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-}
\ No newline at end of file
diff --git a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/disk.dat b/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index 13773ff..0000000
--- a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.781193 0.000000 2.789639
-2.020202 2.732625 0.000000 5.744022
-3.030303 4.292825 3.287027 5.298623
-4.040404 5.867393 5.856861 5.877924
-5.050505 6.944831 4.986110 8.903553
-6.060606 9.283344 8.042144 10.524544
-7.070707 11.056169 9.947129 12.165209
-8.080808 11.747826 11.711382 11.784270
-9.090909 5.803504 1.092491 10.514516
-10.101010 6.525147 3.642210 9.408085
-11.111111 8.257088 6.735907 9.778270
-12.121212 9.141155 7.893018 10.389292
-13.131313 9.755717 8.748300 10.763134
-14.141414 10.330103 10.329843 10.330363
-15.151515 11.916488 10.896944 12.936031
-16.161616 12.728155 11.719327 13.736983
-17.171717 13.502748 12.254103 14.751394
-18.181818 13.502748 12.254103 14.751394
-19.191919 12.709969 9.328679 16.091259
-20.202020 11.536006 8.102708 14.969304
-21.212121 11.913765 8.163144 15.664386
-22.222222 11.911745 9.409144 14.414347
-23.232323 12.001597 8.840944 15.162251
-24.242424 12.291265 9.500973 15.081557
-25.252525 13.875842 12.865328 14.886356
-26.262626 13.920265 12.813167 15.027363
-27.272727 10.686469 6.951186 14.421753
-28.282828 8.308561 8.233894 8.383229
-29.292929 8.482312 7.986013 8.978611
-30.303030 8.457458 7.948586 8.966331
-31.313131 8.853845 7.838537 9.869154
-32.323232 9.646621 8.602008 10.691234
-33.333333 10.043201 8.339355 11.747047
-34.343434 10.453511 8.358229 12.548794
-35.353535 11.710497 9.426824 13.994169
-36.363636 12.025938 9.396161 14.655715
-37.373737 10.241686 8.481313 12.002059
-38.383838 9.629568 7.738704 11.520432
-39.393939 9.623631 7.725583 11.521680
-40.404040 10.020056 8.344389 11.695723
-41.414141 10.020056 8.344389 11.695723
-42.424242 11.094868 9.068884 13.120853
-43.434343 11.016133 8.438618 13.593648
-44.444444 13.781451 11.881716 15.681187
-45.454545 12.017250 9.104441 14.930060
-46.464646 11.371694 7.912592 14.830796
-47.474747 9.590253 7.385583 11.794923
-48.484848 9.588842 7.382725 11.794959
-49.494949 11.174748 8.623126 13.726370
-50.505051 10.381516 8.698994 12.064039
-51.515152 11.173290 9.192064 13.154516
-52.525253 11.848358 8.877851 14.818866
-53.535354 14.214170 12.499389 15.928950
-54.545455 13.266554 11.674038 14.859070
-55.555556 8.219470 8.213443 8.225498
-56.565657 8.613443 7.594465 9.632422
-57.575758 8.984270 7.775340 10.193199
-58.585859 9.406130 8.158143 10.654118
-59.595960 10.595532 9.575890 11.615175
-60.606061 11.388706 9.349526 13.427886
-61.616162 12.142170 9.917846 14.366494
-62.626263 13.079610 10.680437 15.478783
-63.636364 14.198427 12.360313 16.036541
-64.646465 10.199580 6.975891 13.423269
-65.656566 9.009921 7.761691 10.258150
-66.666667 8.613481 7.594370 9.632593
-67.676768 10.595849 8.098593 13.093106
-68.686869 10.705494 9.819228 11.591759
-69.696970 12.190439 12.168504 12.212374
-70.707071 12.975103 10.935829 15.014377
-71.717172 12.578827 8.832870 16.324784
-72.727273 13.972958 10.175190 17.770726
-73.737374 12.480147 7.927609 17.032685
-74.747475 12.480147 7.927609 17.032685
-75.757576 12.838757 8.773904 16.903611
-76.767677 12.876534 8.854184 16.898885
-77.777778 13.273127 9.570501 16.975752
-78.787879 13.273127 9.570501 16.975752
-79.797980 12.182390 7.917594 16.447186
-80.808081 12.182390 7.917594 16.447186
-81.818182 11.040282 6.533597 15.546968
-82.828283 9.416402 6.364146 12.468657
-83.838384 9.416402 6.364146 12.468657
-84.848485 9.812725 6.849012 12.776438
-85.858586 9.812725 6.849012 12.776438
-86.868687 10.209270 6.995413 13.423127
-87.878788 10.605657 7.646334 13.564979
-88.888889 12.974997 10.935605 15.014390
-89.898990 12.974966 10.375380 15.574552
-90.909091 11.388871 8.789700 13.988043
-91.919192 11.388871 8.789700 13.988043
-92.929293 11.391375 8.797250 13.985501
-93.939394 11.785261 9.877638 13.692884
-94.949495 12.578431 11.558666 13.598196
-95.959596 12.578431 11.558666 13.598196
-96.969697 12.975059 9.916874 16.033243
-97.979798 11.335839 4.063220 18.608458
-98.989899 10.146292 2.996310 17.296273
-100.000000 5.700853 0.000000 11.925078
diff --git a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/disk.gnuplot b/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index eb9897b..0000000
--- a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/cdlp/L/graph500-25/max_mem_24G_workers_4/disk.png'
-set title "cdlp / graph500-25 (L) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/cdlp/L/graph500-25/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/disk.png b/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index 6685fe3..0000000
Binary files a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/rss.dat b/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index d7336fa..0000000
--- a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 4.417931 0.000000 9.101083
-1.010101 8.819279 7.652457 9.986101
-2.020202 9.690739 9.220384 10.161093
-3.030303 10.023091 9.932352 10.113829
-4.040404 10.217258 9.835678 10.598839
-5.050505 10.455703 9.953453 10.957953
-6.060606 10.665936 10.157836 11.174035
-7.070707 10.684720 10.183129 11.186311
-8.080808 10.689122 10.187778 11.190467
-9.090909 7.155809 5.182355 9.129263
-10.101010 7.113180 4.572142 9.654218
-11.111111 6.286731 1.764997 10.808466
-12.121212 7.833667 3.661687 12.005647
-13.131313 11.704516 11.065768 12.343263
-14.141414 12.086926 11.691227 12.482625
-15.151515 12.237451 11.679048 12.795855
-16.161616 12.354416 11.784526 12.924305
-17.171717 12.339742 11.779890 12.899595
-18.181818 12.341614 11.785817 12.897412
-19.191919 12.023442 11.396434 12.650450
-20.202020 12.157068 11.691169 12.622968
-21.212121 12.291758 12.023216 12.560299
-22.222222 13.440516 11.820292 15.060739
-23.232323 12.432474 11.162971 13.701977
-24.242424 12.304646 11.910149 12.699143
-25.252525 12.648722 10.550429 14.747015
-26.262626 13.498666 10.476665 16.520667
-27.272727 14.682611 12.840301 16.524921
-28.282828 15.521251 14.272189 16.770313
-29.292929 15.309672 14.010797 16.608546
-30.303030 15.399111 14.183554 16.614669
-31.313131 16.304810 14.257562 18.352058
-32.323232 16.682668 14.761225 18.604111
-33.333333 15.805989 14.198923 17.413056
-34.343434 15.185590 13.748051 16.623129
-35.353535 14.514080 12.033874 16.994286
-36.363636 14.260116 11.961052 16.559180
-37.373737 15.347593 14.385089 16.310097
-38.383838 15.391594 14.502580 16.280608
-39.393939 15.415065 14.515461 16.314669
-40.404040 15.738502 14.872108 16.604897
-41.414141 15.655538 14.859417 16.451659
-42.424242 15.165077 13.020919 17.309235
-43.434343 14.538305 12.669632 16.406979
-44.444444 13.343050 12.105279 14.580821
-45.454545 13.516716 11.331077 15.702354
-46.464646 13.686484 11.780903 15.592064
-47.474747 13.785968 11.975704 15.596233
-48.484848 13.797332 12.002172 15.592492
-49.494949 13.709684 11.801604 15.617764
-50.505051 13.982967 12.454161 15.511773
-51.515152 13.525779 11.394728 15.656830
-52.525253 13.277924 11.252494 15.303355
-53.535354 13.560425 11.334700 15.786150
-54.545455 15.606488 13.598782 17.614193
-55.555556 16.355002 15.028580 17.681424
-56.565657 16.395724 15.067215 17.724233
-57.575758 17.144993 15.156847 19.133139
-58.585859 16.932029 15.396007 18.468052
-59.595960 16.881214 15.246472 18.515957
-60.606061 16.264443 14.405360 18.123527
-61.616162 14.838166 12.053636 17.622696
-62.626263 14.966640 12.200347 17.732934
-63.636364 15.169092 13.364659 16.973526
-64.646465 15.365567 13.090177 17.640957
-65.656566 16.090755 15.443751 16.737759
-66.666667 16.169042 15.664948 16.673136
-67.676768 15.824657 13.883750 17.765565
-68.686869 16.152013 15.411173 16.892854
-69.696970 14.176833 13.305504 15.048162
-70.707071 13.980995 11.862507 16.099483
-71.717172 14.212654 12.487367 15.937942
-72.727273 14.270010 12.916899 15.623122
-73.737374 14.216775 12.766509 15.667041
-74.747475 14.217542 12.768722 15.666363
-75.757576 14.271878 12.922050 15.621706
-76.767677 14.272024 12.922453 15.621595
-77.777778 14.161846 12.605062 15.718629
-78.787879 14.162030 12.605614 15.718446
-79.797980 14.061107 12.175577 15.946637
-80.808081 14.003784 12.111106 15.896462
-81.818182 15.004058 14.073739 15.934378
-82.828283 14.900892 14.061771 15.740012
-83.838384 14.895963 14.059341 15.732584
-84.848485 15.072788 14.047559 16.098016
-85.858586 15.073438 14.047208 16.099669
-86.868687 14.691846 13.792651 15.591041
-87.878788 14.669255 13.306686 16.031824
-88.888889 13.834943 12.056075 15.613810
-89.898990 14.149691 12.641113 15.658268
-90.909091 14.282929 13.045552 15.520305
-91.919192 14.272411 13.014890 15.529931
-92.929293 14.286602 13.056196 15.517007
-93.939394 14.289075 13.063347 15.514804
-94.949495 14.184449 12.886965 15.481932
-95.959596 14.107154 12.598325 15.615983
-96.969697 14.461398 11.135749 17.787047
-97.979798 11.293457 3.909281 18.677633
-98.989899 11.891751 3.853278 19.930225
-100.000000 8.936243 0.000000 18.329833
diff --git a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/rss.gnuplot b/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index fdcdd22..0000000
--- a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/cdlp/L/graph500-25/max_mem_24G_workers_4/rss.png'
-set title "cdlp / graph500-25 (L) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/cdlp/L/graph500-25/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/rss.png b/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index 0eace5c..0000000
Binary files a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/wall_time.dat b/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 474726b..0000000
--- a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-1644.93224 2.74646852e-06
-1645.41753 3.34763501e-06
-1645.90282 4.07028578e-06
-1646.38811 4.93668077e-06
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-1647.35869 7.20817647e-06
-1647.84398 8.67772078e-06
-1648.32927 1.04209988e-05
-1648.81456 1.24835027e-05
-1649.29985 1.49171904e-05
-1649.78514 1.77812014e-05
-1650.27043 2.11426146e-05
-1650.75572 2.50772463e-05
-1651.24101 2.96704819e-05
-1651.7263 3.5018134e-05
-1652.21159 4.12273192e-05
-1652.69688 4.84173416e-05
-1653.18217 5.67205713e-05
-1653.66746 6.62833014e-05
-1654.15275 7.72665676e-05
-1654.63804 8.98469102e-05
-1655.12333 0.000104217057
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-1703.65228 0.0151758845
-1704.13757 0.0155173578
-1704.62286 0.0158617271
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-1708.01989 0.0182621176
-1708.50518 0.0185909339
-1708.99047 0.0189131978
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-1741.50487 0.00512053726
-1741.99016 0.00476226717
-1742.47545 0.0044200429
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-1743.44603 0.00378414332
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-1767.71051 4.17854573e-06
-1768.1958 3.43291493e-06
-1768.68109 2.81348198e-06
diff --git a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index 10fc007..0000000
--- a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/cdlp/L/graph500-25/max_mem_24G_workers_4/wall_time.png'
-set title "cdlp / graph500-25 (L) — max_mem_24G workers_4\nmedian=1714.938s  mean=1710.890s  std=17.682s  min=1683.916s  max=1729.697s  p90=1726.398s  p95=1728.048s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.0294108]
-set xrange [1644.932245:1768.681089]
-set grid y
-set key top right
-set arrow from 1714.938128,0 to 1714.938128,0.0294108 nohead lc rgb 'red' lw 2
-set label 'median 1714.938s' at 1714.938128,0.0294108 offset char 0,1 tc rgb 'red'
-set arrow from 1726.398101,0 to 1726.398101,0.0294108 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 1726.398s' at 1726.398101,0.0294108 offset char 0,1 tc rgb 'orange'
-set arrow from 1728.047636,0 to 1728.047636,0.0294108 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 1728.048s' at 1728.047636,0.0294108 offset char 0,1 tc rgb 'orange'
-set arrow from 1729.697171,0 to 1729.697171,0.000904949 nohead lc rgb '#666666' lw 1
-set arrow from 1704.450688,0 to 1704.450688,0.000904949 nohead lc rgb '#666666' lw 1
-set arrow from 1714.938128,0 to 1714.938128,0.000904949 nohead lc rgb '#666666' lw 1
-set arrow from 1721.449494,0 to 1721.449494,0.000904949 nohead lc rgb '#666666' lw 1
-set arrow from 1683.916162,0 to 1683.916162,0.000904949 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/cdlp/L/graph500-25/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/cdlp/L/graph500-25/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/wall_time.png b/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index d40d8c7..0000000
Binary files a/benches/results/cdlp/L/graph500-25/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/benchmark.json b/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index a1b508c..0000000
--- a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,16635 +0,0 @@
-{
-  "algorithm": "cdlp",
-  "dataset": "graph500-24",
-  "size_class": "M",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/cdlp_graph500-24",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--max-iter",
-      "10"
-    ]
-  },
-  "graph": {
-    "vertices": 8000000,
-    "edges": 260000000,
-    "nodes_str": "8M",
-    "edges_str": "260M"
-  },
-  "warmup": {
-    "wall_time_s": 1018.1073961339998,
-    "sampling_interval_s": 1.0
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 1031.9907016769994,
-      "peak_rss_kb": 30058116,
-      "peak_disk_bytes": 8760894464.0,
-      "returncode": 0,
-      "n_samples": 1032
-    },
-    {
-      "index": 1,
-      "wall_time_s": 992.5985164800004,
-      "peak_rss_kb": 30319160,
-      "peak_disk_bytes": 8525874176.0,
-      "returncode": 0,
-      "n_samples": 992
-    },
-    {
-      "index": 2,
-      "wall_time_s": 1015.1657813689999,
-      "peak_rss_kb": 30384620,
-      "peak_disk_bytes": 8498638848.0,
-      "returncode": 0,
-      "n_samples": 1013
-    },
-    {
-      "index": 3,
-      "wall_time_s": 1014.2657328999994,
-      "peak_rss_kb": 30371344,
-      "peak_disk_bytes": 8538716160.0,
-      "returncode": 0,
-      "n_samples": 1012
-    },
-    {
-      "index": 4,
-      "wall_time_s": 1110.5009446410004,
-      "peak_rss_kb": 30020500,
-      "peak_disk_bytes": 8755936256.0,
-      "returncode": 0,
-      "n_samples": 1106
-    }
-  ],
-  "stats": {
-    "wall_time_s": {
-      "n": 5,
-      "median": 1015.1657813689999,
-      "mean": 1032.9043354133998,
-      "std": 45.57598417301553,
-      "min": 992.5985164800004,
-      "max": 1110.5009446410004,
-      "p90": 1079.0968474554,
-      "p95": 1094.7988960482003
-    },
-    "peak_rss_kb": {
-      "n": 5,
-      "median": 30319160.0,
-      "mean": 30230748.0,
-      "std": 176965.06595370738,
-      "min": 30020500,
-      "max": 30384620,
-      "p90": 30379309.6,
-      "p95": 30381964.8
-    },
-    "peak_disk_bytes": {
-      "n": 5,
-      "median": 8538716160.0,
-      "mean": 8616011980.8,
-      "std": 130810604.30928247,
-      "min": 8498638848.0,
-      "max": 8760894464.0,
-      "p90": 8758911180.8,
-      "p95": 8759902822.4
-    },
-    "medges_per_sec": 0.256115803715702
-  },
-  "series": {
-    "alignment": "dtw",
-    "ref_run": 2,
-    "band_frac": 0.25,
-    "grid_size": 100,
-    "rss_bands_gib": [
-      [
-        1.1808800108420674,
-        -1.8517693634073553,
-        4.2135293850914906
-      ],
-      [
-        7.537591458483369,
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-        8.055637803206318
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-        10.038204559225594
-      ],
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-        9.727995855822545,
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-        24.63337954679615
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-        22.76360424086159,
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-  "environment": {
-    "timestamp": "2026-08-12T17:26:12.067421+00:00",
-    "platform": "Linux-7.0.0-1010-aws-x86_64-with-glibc2.43",
-    "python": "3.14.4",
-    "cpu_count": 4,
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-  }
-}
\ No newline at end of file
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/disk.dat b/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index 554e05a..0000000
--- a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.000000 0.000000 0.000000
-2.020202 0.000000 0.000000 0.000000
-3.030303 0.000000 0.000000 0.000000
-4.040404 3.023880 1.773598 4.274161
-5.050505 4.691481 3.453188 5.929774
-6.060606 4.117305 2.167541 6.067069
-7.070707 3.843595 2.151562 5.535628
-8.080808 4.159901 2.823750 5.496052
-9.090909 3.735383 2.750123 4.720642
-10.101010 4.118604 4.118597 4.118610
-11.111111 4.118604 4.118597 4.118610
-12.121212 4.118604 4.118597 4.118610
-13.131313 4.118604 4.118597 4.118610
-14.141414 4.118604 4.118597 4.118610
-15.151515 4.659462 4.022376 5.296548
-16.161616 5.915337 4.190927 7.639747
-17.171717 5.426851 4.028824 6.824878
-18.181818 4.918336 3.648741 6.187931
-19.191919 4.918336 3.648741 6.187931
-20.202020 4.123292 4.102227 4.144358
-21.212121 4.113222 4.109761 4.116683
-22.222222 4.475122 3.541215 5.409029
-23.232323 4.103151 4.080719 4.125583
-24.242424 4.179423 4.072305 4.286541
-25.252525 5.025146 3.576646 6.473647
-26.262626 5.305866 4.006010 6.605722
-27.272727 4.090326 4.049974 4.130678
-28.282828 4.066885 4.063384 4.070386
-29.292929 4.065522 4.061229 4.069815
-30.303030 4.061850 4.051775 4.071924
-31.313131 4.061850 4.051775 4.071924
-32.323232 4.276942 3.730054 4.823830
-33.333333 4.522948 3.343609 5.702288
-34.343434 4.897519 3.582114 6.212925
-35.353535 4.485348 3.401130 5.569565
-36.363636 4.483985 3.398895 5.569074
-37.373737 4.483985 3.398895 5.569074
-38.383838 4.483985 3.398895 5.569074
-39.393939 4.380504 3.561453 5.199555
-40.404040 4.060010 4.050038 4.069982
-41.414141 4.060010 4.050038 4.069982
-42.424242 4.172074 3.882872 4.461276
-43.434343 4.730461 3.001415 6.459507
-44.444444 4.058171 4.048885 4.067456
-45.454545 4.056334 4.046917 4.065752
-46.464646 4.582006 3.222840 5.941172
-47.474747 4.053135 4.047624 4.058647
-48.484848 4.053135 4.047624 4.058647
-49.494949 4.052659 4.046890 4.058428
-50.505051 4.052659 4.046890 4.058428
-51.515152 4.386206 3.528897 5.243516
-52.525253 4.786371 2.900247 6.672495
-53.535354 4.052659 4.046890 4.058428
-54.545455 4.473111 3.392379 5.553842
-55.555556 4.052174 4.046217 4.058131
-56.565657 4.311279 3.639162 4.983396
-57.575758 4.267617 3.707755 4.827480
-58.585859 4.054664 4.042305 4.067022
-59.595960 4.393966 3.510828 5.277105
-60.606061 4.371035 3.547649 5.194420
-61.616162 4.910749 3.485008 6.336491
-62.626263 4.124973 3.934542 4.315403
-63.636364 4.050329 4.049087 4.051571
-64.646465 4.050329 4.049087 4.051571
-65.656566 4.050329 4.049087 4.051571
-66.666667 4.050329 4.049087 4.051571
-67.676768 4.050329 4.049087 4.051571
-68.686869 4.467506 3.395237 5.539775
-69.696970 4.411781 3.482814 5.340749
-70.707071 4.590578 3.567127 5.614029
-71.717172 4.134184 3.917355 4.351013
-72.727273 4.049844 4.049815 4.049872
-73.737374 4.051736 4.046878 4.056595
-74.747475 4.049843 4.049815 4.049872
-75.757576 4.049843 4.049815 4.049872
-76.767677 4.049843 4.049815 4.049872
-77.777778 4.049843 4.049815 4.049872
-78.787879 4.101093 3.969340 4.232847
-79.797980 4.828656 3.599973 6.057338
-80.808081 4.577052 3.365475 5.788629
-81.818182 4.530565 3.294645 5.766484
-82.828283 4.530565 3.294645 5.766484
-83.838384 4.530565 3.294645 5.766484
-84.848485 4.051947 4.046554 4.057340
-85.858586 4.468271 3.519333 5.417208
-86.868687 5.132516 3.355431 6.909602
-87.878788 4.486593 3.397907 5.575278
-88.888889 4.468659 3.391841 5.545478
-89.898990 4.577624 3.665811 5.489437
-90.909091 4.049955 4.049624 4.050287
-91.919192 4.049826 4.049820 4.049833
-92.929293 4.049826 4.049820 4.049833
-93.939394 4.049826 4.049820 4.049833
-94.949495 4.049826 4.049820 4.049833
-95.959596 4.049827 4.049820 4.049833
-96.969697 4.393228 3.963759 4.822697
-97.979798 4.922463 3.704287 6.140638
-98.989899 5.428003 4.338246 6.517759
-100.000000 2.434483 0.000000 4.977698
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/disk.gnuplot b/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index d83a741..0000000
--- a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/cdlp/M/graph500-24/max_mem_24G_workers_4/disk.png'
-set title "cdlp / graph500-24 (M) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/cdlp/M/graph500-24/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/disk.png b/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index baededa..0000000
Binary files a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/rss.dat b/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index d3c28db..0000000
--- a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 1.180880 0.000000 4.213529
-1.010101 7.537591 7.019545 8.055638
-2.020202 8.478090 7.911799 9.044380
-3.030303 9.076333 8.851592 9.301074
-4.040404 9.880964 9.723724 10.038205
-5.050505 9.891073 9.727996 10.054149
-6.060606 9.900711 9.734457 10.066965
-7.070707 9.927003 9.755493 10.098514
-8.080808 9.933786 9.767059 10.100513
-9.090909 9.940806 9.780524 10.101088
-10.101010 9.955045 9.798865 10.111224
-11.111111 9.965471 9.810450 10.120492
-12.121212 9.966938 9.810830 10.123046
-13.131313 10.445291 9.630893 11.259689
-14.141414 15.691760 12.091515 19.292005
-15.151515 21.485315 18.337250 24.633380
-16.161616 22.119952 20.461829 23.778075
-17.171717 22.293600 20.354748 24.232452
-18.181818 22.511403 20.793633 24.229173
-19.191919 22.644393 21.096483 24.192303
-20.202020 22.763604 22.130857 23.396351
-21.212121 23.277447 22.883585 23.671309
-22.222222 24.261210 23.054593 25.467827
-23.232323 24.455928 23.433556 25.478299
-24.242424 25.716712 24.770089 26.663335
-25.252525 25.583580 25.016019 26.151141
-26.262626 25.094001 23.836781 26.351221
-27.272727 24.009332 23.653396 24.365268
-28.282828 24.251233 23.640456 24.862009
-29.292929 23.839330 22.717833 24.960826
-30.303030 24.374711 23.851479 24.897944
-31.313131 24.671308 23.915768 25.426847
-32.323232 24.742700 24.030115 25.455286
-33.333333 24.988915 24.279418 25.698411
-34.343434 25.236847 24.674700 25.798993
-35.353535 24.999647 24.263559 25.735734
-36.363636 25.010894 24.294107 25.727681
-37.373737 25.029999 24.344444 25.715555
-38.383838 25.071868 24.388194 25.755542
-39.393939 25.006037 24.694042 25.318032
-40.404040 24.617675 24.144958 25.090391
-41.414141 24.655717 24.157903 25.153531
-42.424242 24.992836 23.852807 26.132866
-43.434343 24.688662 24.169968 25.207356
-44.444444 24.602663 24.043585 25.161741
-45.454545 24.731420 23.999375 25.463464
-46.464646 24.729518 24.057590 25.401445
-47.474747 24.647879 23.909916 25.385842
-48.484848 24.705422 24.059202 25.351641
-49.494949 24.761746 24.109357 25.414135
-50.505051 24.722694 24.191225 25.254164
-51.515152 25.140074 23.916352 26.363796
-52.525253 24.912546 24.169243 25.655850
-53.535354 24.781844 24.207746 25.355941
-54.545455 25.282927 23.785253 26.780601
-55.555556 24.754960 24.190393 25.319528
-56.565657 25.317680 23.672472 26.962888
-57.575758 25.207215 23.856513 26.557917
-58.585859 24.858686 24.243091 25.474281
-59.595960 25.206250 23.922984 26.489517
-60.606061 25.119033 24.173334 26.064732
-61.616162 25.454690 24.171451 26.737928
-62.626263 25.078598 24.091423 26.065773
-63.636364 24.728341 24.104931 25.351752
-64.646465 24.813012 24.047496 25.578527
-65.656566 24.821178 24.059515 25.582841
-66.666667 24.831277 24.072206 25.590348
-67.676768 24.944898 24.122049 25.767748
-68.686869 25.338141 24.513310 26.162973
-69.696970 26.033760 24.463097 27.604422
-70.707071 25.627606 24.324908 26.930303
-71.717172 25.154797 24.570475 25.739119
-72.727273 25.672469 24.495005 26.849933
-73.737374 25.036313 24.523236 25.549391
-74.747475 25.134018 24.583074 25.684963
-75.757576 25.169375 24.546093 25.792657
-76.767677 25.023176 24.468521 25.577831
-77.777778 25.089838 24.628931 25.550744
-78.787879 25.487451 24.643473 26.331429
-79.797980 25.878911 24.510684 27.247138
-80.808081 25.980147 24.807695 27.152599
-81.818182 25.869167 24.708681 27.029654
-82.828283 25.872339 24.712483 27.032195
-83.838384 25.876610 24.717513 27.035708
-84.848485 25.594581 24.724529 26.464633
-85.858586 26.120547 24.435064 27.806029
-86.868687 25.952066 24.920005 26.984127
-87.878788 26.163773 24.255204 28.072342
-88.888889 24.933394 24.014430 25.852358
-89.898990 24.673883 23.840610 25.507156
-90.909091 24.068050 22.606348 25.529752
-91.919192 24.152657 22.757288 25.548027
-92.929293 24.178410 22.837472 25.519349
-93.939394 24.204454 22.917437 25.491471
-94.949495 24.209420 23.118603 25.300238
-95.959596 25.360960 24.756555 25.965364
-96.969697 27.491425 25.964480 29.018369
-97.979798 27.487563 26.137318 28.837808
-98.989899 25.666656 24.125153 27.208158
-100.000000 14.421379 0.000000 29.586728
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/rss.gnuplot b/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index 144a1e7..0000000
--- a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/cdlp/M/graph500-24/max_mem_24G_workers_4/rss.png'
-set title "cdlp / graph500-24 (M) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/cdlp/M/graph500-24/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/rss.png b/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index ba269cc..0000000
Binary files a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/wall_time.dat b/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index ade1696..0000000
--- a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
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-953.511627 4.81458624e-06
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-1151.15019 2.63388743e-06
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index 07d3296..0000000
--- a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/cdlp/M/graph500-24/max_mem_24G_workers_4/wall_time.png'
-set title "cdlp / graph500-24 (M) — max_mem_24G workers_4\nmedian=1015.166s  mean=1032.904s  std=45.576s  min=992.599s  max=1110.501s  p90=1079.097s  p95=1094.799s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.0239121]
-set xrange [951.949267:1151.150195]
-set grid y
-set key top right
-set arrow from 1015.165781,0 to 1015.165781,0.0239121 nohead lc rgb 'red' lw 2
-set label 'median 1015.166s' at 1015.165781,0.0239121 offset char 0,1 tc rgb 'red'
-set arrow from 1079.096847,0 to 1079.096847,0.0239121 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 1079.097s' at 1079.096847,0.0239121 offset char 0,1 tc rgb 'orange'
-set arrow from 1094.798896,0 to 1094.798896,0.0239121 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 1094.799s' at 1094.798896,0.0239121 offset char 0,1 tc rgb 'orange'
-set arrow from 1031.990702,0 to 1031.990702,0.000735757 nohead lc rgb '#666666' lw 1
-set arrow from 992.598516,0 to 992.598516,0.000735757 nohead lc rgb '#666666' lw 1
-set arrow from 1015.165781,0 to 1015.165781,0.000735757 nohead lc rgb '#666666' lw 1
-set arrow from 1014.265733,0 to 1014.265733,0.000735757 nohead lc rgb '#666666' lw 1
-set arrow from 1110.500945,0 to 1110.500945,0.000735757 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/cdlp/M/graph500-24/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/cdlp/M/graph500-24/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/wall_time.png b/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index 3997639..0000000
Binary files a/benches/results/cdlp/M/graph500-24/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/benchmark.json b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..e8973d8
--- /dev/null
+++ b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5559 @@
+{
+  "algorithm": "cdlp",
+  "dataset": "graph500-24",
+  "size_class": "M",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/cdlp_graph500-24",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
+      "--max-iter",
+      "10"
+    ]
+  },
+  "graph": {
+    "vertices": 8000000,
+    "edges": 260000000,
+    "nodes_str": "8M",
+    "edges_str": "260M"
+  },
+  "warmup": {
+    "wall_time_s": 258.4368807580031,
+    "sampling_interval_s": 0.8614562691933436
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
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+      "wall_time_s": 250.23007037799107,
+      "peak_rss_kb": 30526788,
+      "peak_disk_bytes": 8843023360.0,
+      "returncode": 0,
+      "n_samples": 291
+    },
+    {
+      "index": 1,
+      "wall_time_s": 253.06110687900218,
+      "peak_rss_kb": 30864428,
+      "peak_disk_bytes": 9098684416.0,
+      "returncode": 0,
+      "n_samples": 295
+    },
+    {
+      "index": 2,
+      "wall_time_s": 257.9576533280051,
+      "peak_rss_kb": 30790852,
+      "peak_disk_bytes": 8685220864.0,
+      "returncode": 0,
+      "n_samples": 300
+    },
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+      "wall_time_s": 249.19173057100852,
+      "peak_rss_kb": 30157876,
+      "peak_disk_bytes": 9358004224.0,
+      "returncode": 0,
+      "n_samples": 290
+    },
+    {
+      "index": 4,
+      "wall_time_s": 247.17343544500181,
+      "peak_rss_kb": 30057900,
+      "peak_disk_bytes": 8626935808.0,
+      "returncode": 0,
+      "n_samples": 287
+    }
+  ],
+  "stats": {
+    "wall_time_s": {
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+      "median": 250.23007037799107,
+      "mean": 251.52279932020173,
+      "std": 4.177191999345796,
+      "min": 247.17343544500181,
+      "max": 257.9576533280051,
+      "p90": 255.99903474840391,
+      "p95": 256.9783440382045
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+    "peak_rss_kb": {
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+      "max": 30864428,
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+    "medges_per_sec": 1.039043787212507
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+    "band_frac": 0.25,
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+  }
+}
\ No newline at end of file
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/disk.dat b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..f23fab0
--- /dev/null
+++ b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
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+31.313131 4.064043 4.059411 4.068675
+32.323232 4.064043 4.059411 4.068675
+33.333333 4.064043 4.059411 4.068675
+34.343434 4.064043 4.059411 4.068675
+35.353535 4.061100 4.057312 4.064887
+36.363636 4.059336 4.052747 4.065925
+37.373737 4.054794 4.047051 4.062538
+38.383838 4.052008 4.046757 4.057259
+39.393939 4.051678 4.046404 4.056951
+40.404040 4.051678 4.046404 4.056951
+41.414141 4.051678 4.046404 4.056951
+42.424242 4.051678 4.046404 4.056951
+43.434343 4.051678 4.046404 4.056951
+44.444444 4.051678 4.046404 4.056951
+45.454545 4.051678 4.046404 4.056951
+46.464646 4.065406 4.052535 4.078277
+47.474747 4.055460 4.040546 4.070373
+48.484848 4.049450 4.048023 4.050876
+49.494949 4.049450 4.048023 4.050876
+50.505051 4.049450 4.048023 4.050876
+51.515152 4.049450 4.048023 4.050876
+52.525253 4.049450 4.048023 4.050876
+53.535354 4.050620 4.047851 4.053388
+54.545455 4.050620 4.047851 4.053388
+55.555556 4.064194 4.029059 4.099329
+56.565657 4.048993 4.047831 4.050156
+57.575758 4.048545 4.048519 4.048571
+58.585859 4.048545 4.048519 4.048571
+59.595960 4.048545 4.048519 4.048571
+60.606061 4.048545 4.048519 4.048571
+61.616162 4.048545 4.048519 4.048571
+62.626263 4.048545 4.048519 4.048571
+63.636364 4.051850 4.043334 4.060366
+64.646465 4.048537 4.048520 4.048554
+65.656566 4.048529 4.048519 4.048539
+66.666667 4.048529 4.048519 4.048539
+67.676768 4.048529 4.048519 4.048539
+68.686869 4.048529 4.048519 4.048539
+69.696970 4.048529 4.048519 4.048539
+70.707071 4.048529 4.048519 4.048539
+71.717172 4.048529 4.048519 4.048539
+72.727273 4.048529 4.048519 4.048539
+73.737374 4.048529 4.048519 4.048539
+74.747475 4.048529 4.048519 4.048539
+75.757576 4.048529 4.048519 4.048539
+76.767677 4.048529 4.048519 4.048539
+77.777778 4.048529 4.048519 4.048539
+78.787879 4.048529 4.048519 4.048539
+79.797980 4.048529 4.048519 4.048539
+80.808081 4.052853 4.041739 4.063967
+81.818182 4.048529 4.048519 4.048539
+82.828283 4.048529 4.048519 4.048540
+83.838384 4.048529 4.048519 4.048540
+84.848485 4.048529 4.048519 4.048540
+85.858586 4.048529 4.048519 4.048540
+86.868687 4.048529 4.048519 4.048540
+87.878788 4.048529 4.048519 4.048540
+88.888889 4.048529 4.048519 4.048540
+89.898990 4.048529 4.048519 4.048540
+90.909091 4.048529 4.048519 4.048539
+91.919192 4.048529 4.048519 4.048539
+92.929293 4.048529 4.048519 4.048539
+93.939394 4.048529 4.048519 4.048539
+94.949495 4.048529 4.048519 4.048539
+95.959596 4.048529 4.048519 4.048539
+96.969697 4.055872 4.036997 4.074747
+97.979798 3.246705 1.167214 5.326197
+98.989899 1.633897 0.000000 4.188259
+100.000000 0.011473 0.011473 0.011474
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..a7b116b
--- /dev/null
+++ b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/cdlp/M/graph500-24/max_mem_30G_workers_16/disk.png'
+set title "cdlp / graph500-24 (M) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/cdlp/M/graph500-24/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/disk.png b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..7b8e2eb
Binary files /dev/null and b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/rss.dat b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..fa71d7d
--- /dev/null
+++ b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000749 0.000000 0.002656
+1.010101 8.193479 8.020304 8.366654
+2.020202 9.535376 9.386498 9.684254
+3.030303 11.177919 10.944213 11.411625
+4.040404 12.400699 12.347455 12.453943
+5.050505 12.426602 12.355208 12.497995
+6.060606 12.446819 12.381389 12.512250
+7.070707 12.477142 12.401336 12.552948
+8.080808 12.480988 12.406099 12.555877
+9.090909 12.492704 12.424894 12.560513
+10.101010 12.494124 12.423903 12.564345
+11.111111 12.514700 12.445979 12.583422
+12.121212 12.518620 12.450777 12.586464
+13.131313 12.520960 12.452190 12.589730
+14.141414 17.334077 14.398628 20.269526
+15.151515 20.378118 20.054600 20.701637
+16.161616 23.354008 22.102167 24.605849
+17.171717 25.078819 24.689513 25.468124
+18.181818 28.073107 27.113571 29.032643
+19.191919 27.613965 26.413258 28.814672
+20.202020 26.789193 25.499867 28.078518
+21.212121 26.720164 25.435890 28.004439
+22.222222 25.592654 25.041107 26.144201
+23.232323 24.863149 24.336406 25.389892
+24.242424 25.226250 25.024337 25.428163
+25.252525 25.158670 24.961219 25.356121
+26.262626 25.477315 24.932943 26.021686
+27.272727 26.210282 25.388580 27.031983
+28.282828 27.675736 25.921280 29.430192
+29.292929 26.422416 24.867466 27.977366
+30.303030 24.722619 24.209235 25.236003
+31.313131 24.242219 23.223574 25.260865
+32.323232 23.538859 22.227766 24.849953
+33.333333 24.456954 23.264305 25.649604
+34.343434 25.231110 25.050873 25.411347
+35.353535 25.970488 25.481513 26.459462
+36.363636 27.174691 25.427233 28.922150
+37.373737 26.331102 25.022277 27.639926
+38.383838 26.136411 24.633562 27.639260
+39.393939 24.832925 23.900791 25.765059
+40.404040 24.098718 23.588747 24.608689
+41.414141 24.207666 23.551271 24.864061
+42.424242 24.489662 23.948398 25.030925
+43.434343 25.089052 24.758038 25.420066
+44.444444 25.987938 24.941163 27.034714
+45.454545 27.563723 26.679910 28.447536
+46.464646 28.682468 28.298501 29.066435
+47.474747 27.483401 25.905058 29.061744
+48.484848 26.764075 25.195593 28.332557
+49.494949 26.130226 24.328367 27.932084
+50.505051 25.588765 23.633832 27.543698
+51.515152 26.148017 24.442480 27.853555
+52.525253 26.646086 25.169330 28.122842
+53.535354 27.991502 27.198363 28.784642
+54.545455 28.783596 28.370264 29.196929
+55.555556 28.342530 27.497971 29.187089
+56.565657 27.419570 26.452096 28.387043
+57.575758 26.200815 25.297841 27.103788
+58.585859 25.206992 24.793609 25.620376
+59.595960 24.930020 24.394892 25.465149
+60.606061 25.449476 25.126948 25.772004
+61.616162 26.956037 26.473885 27.438189
+62.626263 27.369496 26.364803 28.374189
+63.636364 27.598295 26.491455 28.705136
+64.646465 27.887155 27.213655 28.560655
+65.656566 27.772788 26.291542 29.254034
+66.666667 27.750749 26.218326 29.283173
+67.676768 27.800501 26.383017 29.217986
+68.686869 28.163829 27.157564 29.170094
+69.696970 28.190749 27.232716 29.148781
+70.707071 28.383344 27.662616 29.104073
+71.717172 28.369656 27.640563 29.098748
+72.727273 28.249398 27.386505 29.112291
+73.737374 28.039020 26.783231 29.294809
+74.747475 28.042712 26.794773 29.290651
+75.757576 28.051742 26.822903 29.280581
+76.767677 28.152939 27.126481 29.179397
+77.777778 28.222083 27.316758 29.127407
+78.787879 28.409474 27.700122 29.118825
+79.797980 28.471122 27.763618 29.178626
+80.808081 28.532633 28.164856 28.900410
+81.818182 26.977886 25.530739 28.425033
+82.828283 25.751908 24.712631 26.791186
+83.838384 24.993498 23.732136 26.254860
+84.848485 24.879731 23.336284 26.423177
+85.858586 25.541047 24.884826 26.197267
+86.868687 25.642369 25.242855 26.041884
+87.878788 26.029970 25.230444 26.829497
+88.888889 26.713393 25.108676 28.318110
+89.898990 26.860984 25.210518 28.511450
+90.909091 26.280074 23.658921 28.901227
+91.919192 25.990055 22.641269 29.338841
+92.929293 25.750087 21.518850 29.981323
+93.939394 25.574986 21.048422 30.101550
+94.949495 26.370551 22.906264 29.834839
+95.959596 27.143044 24.998594 29.287495
+96.969697 27.569913 25.833757 29.306069
+97.979798 22.144520 7.871762 36.417277
+98.989899 11.516523 0.000000 29.650197
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..a579adc
--- /dev/null
+++ b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/cdlp/M/graph500-24/max_mem_30G_workers_16/rss.png'
+set title "cdlp / graph500-24 (M) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/cdlp/M/graph500-24/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/rss.png b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..87d20b4
Binary files /dev/null and b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/wall_time.dat b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..0383ca0
--- /dev/null
+++ b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+238.299668 1.22938631e-05
+238.411558 1.50365325e-05
+238.523447 1.83451664e-05
+238.635336 2.23260147e-05
+238.747225 2.71029991e-05
+238.859114 3.2820194e-05
+238.971004 3.96445681e-05
+239.082893 4.77690001e-05
+239.194782 5.74155776e-05
+239.306671 6.88391865e-05
+239.418561 8.23313925e-05
+239.53045 9.82246148e-05
+239.642339 0.000116896584
+239.754228 0.00013877507
+239.866117 0.000164342867
+239.978007 0.000194142993
+240.089896 0.000228784085
+240.201785 0.000268945937
+240.313674 0.000315385116
+240.425564 0.000368940612
+240.537453 0.000430539429
+240.649342 0.00050120203
+240.761231 0.000582047556
+240.873121 0.000674298688
+240.98501 0.000779286059
+241.096899 0.000898452067
+241.208788 0.00103335398
+241.320677 0.00118566618
+241.432567 0.00135718138
+241.544456 0.00154981075
+241.656345 0.00176558273
+241.768234 0.0020066404
+241.880124 0.0022752373
+241.992013 0.00257373163
+242.103902 0.0029045786
+242.215791 0.00327032094
+242.32768 0.0036735775
+242.43957 0.00411702977
+242.551459 0.00460340657
+242.663348 0.00513546659
+242.775237 0.00571597911
+242.887127 0.00634770279
+242.999016 0.00703336281
+243.110905 0.0077756263
+243.222794 0.00857707651
+243.334683 0.00944018569
+243.446573 0.0103672872
+243.558462 0.0113605466
+243.670351 0.0124219331
+243.78224 0.0135531904
+243.89413 0.014755808
+244.006019 0.0160309935
+244.117908 0.0173796457
+244.229797 0.0188023292
+244.341686 0.0202992509
+244.453576 0.0218702387
+244.565465 0.0235147221
+244.677354 0.0252317165
+244.789243 0.0270198095
+244.901133 0.0288771513
+245.013022 0.0308014477
+245.124911 0.0327899577
+245.2368 0.0348394933
+245.348689 0.0369464248
+245.460579 0.0391066882
+245.572468 0.0413157972
+245.684357 0.0435688588
+245.796246 0.0458605918
+245.908136 0.0481853494
+246.020025 0.0505371445
+246.131914 0.0529096781
+246.243803 0.0552963708
+246.355692 0.057690396
+246.467582 0.0600847165
+246.579471 0.0624721221
+246.69136 0.0648452697
+246.803249 0.0671967245
+246.915139 0.0695190027
+247.027028 0.0718046148
+247.138917 0.0740461099
+247.250806 0.0762361204
+247.362695 0.0783674067
+247.474585 0.0804329019
+247.586474 0.0824257554
+247.698363 0.0843393772
+247.810252 0.086167479
+247.922142 0.0879041161
+248.034031 0.0895437255
+248.14592 0.0910811634
+248.257809 0.0925117388
+248.369698 0.0938312456
+248.481588 0.0950359898
+248.593477 0.0961228146
+248.705366 0.0970891199
+248.817255 0.0979328785
+248.929145 0.098652647
+249.041034 0.0992475718
+249.152923 0.0997173901
+249.264812 0.100062425
+249.376702 0.100283576
+249.488591 0.100382302
+249.60048 0.100360603
+249.712369 0.100220994
+249.824258 0.0999664698
+249.936148 0.0996004769
+250.048037 0.0991268692
+250.159926 0.0985498684
+250.271815 0.097874018
+250.383705 0.0971041374
+250.495594 0.0962452736
+250.607483 0.0953026535
+250.719372 0.0942816364
+250.831261 0.0931876687
+250.943151 0.0920262397
+251.05504 0.0908028417
+251.166929 0.0895229331
+251.278818 0.0881919059
+251.390708 0.0868150588
+251.502597 0.0853975744
+251.614486 0.0839445023
+251.726375 0.0824607482
+251.838264 0.0809510674
+251.950154 0.079420064
+252.062043 0.0778721945
+252.173932 0.0763117764
+252.285821 0.0747429988
+252.397711 0.0731699372
+252.5096 0.0715965693
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+252.733378 0.0684644386
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+253.516603 0.0580506257
+253.628492 0.0566819942
+253.740381 0.0553540411
+253.85227 0.0540702727
+253.96416 0.0528340896
+254.076049 0.0516487524
+254.187938 0.0505173436
+254.299827 0.0494427245
+254.411717 0.0484274915
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+254.747384 0.0457591223
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+255.083052 0.0436836015
+255.194941 0.0431249472
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+255.642498 0.0415235955
+255.754387 0.0412687575
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+256.090055 0.04079152
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+256.425723 0.040634415
+256.537612 0.0406248851
+256.649501 0.0406257422
+256.76139 0.0406301539
+256.87328 0.0406312605
+256.985169 0.0406222592
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+258.104061 0.0386810033
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+258.327839 0.0376706407
+258.439729 0.0370746523
+258.551618 0.0364186914
+258.663507 0.0357040373
+258.775396 0.0349326179
+258.887286 0.0341069703
+258.999175 0.0332301946
+259.111064 0.0323059
+259.222953 0.0313381464
+259.334842 0.0303313812
+259.446732 0.0292903731
+259.558621 0.0282201437
+259.67051 0.0271258988
+259.782399 0.0260129593
+259.894289 0.024886694
+260.006178 0.0237524547
+260.118067 0.0226155147
+260.229956 0.021481011
+260.341845 0.0203538919
+260.453735 0.0192388697
+260.565624 0.0181403793
+260.677513 0.0170625426
+260.789402 0.0160091397
+260.901292 0.0149835866
+261.013181 0.0139889183
+261.12507 0.013027779
+261.236959 0.0121024179
+261.348848 0.0112146904
+261.460738 0.0103660644
+261.572627 0.00955763139
+261.684516 0.00879012157
+261.796405 0.00806392255
+261.908295 0.00737910095
+262.020184 0.00673542644
+262.132073 0.00613239761
+262.243962 0.00556926905
+262.355851 0.00504507926
+262.467741 0.00455867873
+262.57963 0.0041087579
+262.691519 0.00369387442
+262.803408 0.00331247958
+262.915298 0.00296294337
+263.027187 0.00264357813
+263.139076 0.00235266042
+263.250965 0.00208845113
+263.362854 0.00184921359
+263.474744 0.00163322969
+263.586633 0.001438814
+263.698522 0.00126432592
+263.810411 0.00110817982
+263.922301 0.000968853423
+264.03419 0.000844894373
+264.146079 0.000734925174
+264.257968 0.000637646645
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diff --git a/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..e502d4a
--- /dev/null
+++ b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/cdlp/M/graph500-24/max_mem_30G_workers_16/wall_time.png'
+set title "cdlp / graph500-24 (M) — max_mem_30G workers_16\nmedian=250.230s  mean=251.523s  std=4.177s  min=247.173s  max=257.958s  p90=255.999s  p95=256.978s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.130497]
+set xrange [238.299668:266.831420]
+set grid y
+set key top right
+set arrow from 250.230070,0 to 250.230070,0.130497 nohead lc rgb 'red' lw 2
+set label 'median 250.230s' at 250.230070,0.130497 offset char 0,1 tc rgb 'red'
+set arrow from 255.999035,0 to 255.999035,0.130497 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 255.999s' at 255.999035,0.130497 offset char 0,1 tc rgb 'orange'
+set arrow from 256.978344,0 to 256.978344,0.130497 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 256.978s' at 256.978344,0.130497 offset char 0,1 tc rgb 'orange'
+set arrow from 250.230070,0 to 250.230070,0.00401529 nohead lc rgb '#666666' lw 1
+set arrow from 253.061107,0 to 253.061107,0.00401529 nohead lc rgb '#666666' lw 1
+set arrow from 257.957653,0 to 257.957653,0.00401529 nohead lc rgb '#666666' lw 1
+set arrow from 249.191731,0 to 249.191731,0.00401529 nohead lc rgb '#666666' lw 1
+set arrow from 247.173435,0 to 247.173435,0.00401529 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/cdlp/M/graph500-24/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/cdlp/M/graph500-24/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/wall_time.png b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..54b9e2e
Binary files /dev/null and b/benches/results/cdlp/M/graph500-24/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/benchmark.json b/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index be3b1e7..0000000
--- a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,140607 +0,0 @@
-{
-  "algorithm": "cdlp",
-  "dataset": "datagen-sf3k-fb",
-  "size_class": "XL",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/cdlp_datagen-sf3k-fb",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--max-iter",
-      "10"
-    ]
-  },
-  "graph": {
-    "vertices": 33000000,
-    "edges": 2000000000,
-    "nodes_str": "33M",
-    "edges_str": "2B"
-  },
-  "warmup": {
-    "wall_time_s": 9092.241189480003,
-    "sampling_interval_s": 1.0
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
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-      "wall_time_s": 9192.600553201992,
-      "peak_rss_kb": 23067004,
-      "peak_disk_bytes": 98121363456.0,
-      "returncode": 0,
-      "n_samples": 9175
-    },
-    {
-      "index": 1,
-      "wall_time_s": 9282.797284494984,
-      "peak_rss_kb": 24477956,
-      "peak_disk_bytes": 97978744832.0,
-      "returncode": 0,
-      "n_samples": 9260
-    },
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-      "wall_time_s": 9464.646981950995,
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-      "returncode": 0,
-      "n_samples": 9432
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-      "returncode": 0,
-      "n_samples": 9312
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-      "std": 100.82919632101144,
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-  "environment": {
-    "timestamp": "2026-08-14T12:10:17.808704+00:00",
-    "platform": "Linux-7.0.0-1010-aws-x86_64-with-glibc2.43",
-    "python": "3.14.4",
-    "cpu_count": 4,
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-  }
-}
\ No newline at end of file
diff --git a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.dat b/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index 624beee..0000000
--- a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 6.732573 1.668699 11.796448
-2.020202 17.634745 8.700487 26.569003
-3.030303 26.976286 24.519973 29.432600
-4.040404 37.810016 34.417084 41.202947
-5.050505 42.717332 33.164810 52.269853
-6.060606 50.840241 34.468298 67.212184
-7.070707 56.636603 33.340632 79.932573
-8.080808 63.386891 38.941269 87.832513
-9.090909 61.200502 29.491149 92.909856
-10.101010 28.116653 0.000000 57.339864
-11.111111 43.870631 14.002948 73.738313
-12.121212 35.406154 17.985604 52.826704
-13.131313 44.678230 34.018900 55.337561
-14.141414 52.246583 44.242805 60.250360
-15.151515 56.173155 44.830309 67.516000
-16.161616 57.353706 44.330938 70.376473
-17.171717 60.115090 42.911514 77.318666
-18.181818 62.660868 45.101670 80.220067
-19.191919 66.212244 46.308721 86.115767
-20.202020 58.818916 39.120113 78.517719
-21.212121 50.907197 44.438765 57.375629
-22.222222 57.207382 39.675861 74.738904
-23.232323 61.883573 50.918430 72.848717
-24.242424 62.679240 47.836347 77.522134
-25.252525 67.031375 47.625471 86.437279
-26.262626 69.797671 48.995401 90.599940
-27.272727 72.478281 49.575577 95.380986
-28.282828 65.554223 39.003753 92.104694
-29.292929 56.425222 33.856557 78.993887
-30.303030 57.177795 35.182361 79.173230
-31.313131 59.123606 38.435319 79.811893
-32.323232 63.051367 44.044098 82.058637
-33.333333 65.411981 46.415637 84.408325
-34.343434 66.992852 47.474362 86.511342
-35.353535 68.181931 47.740081 88.623780
-36.363636 71.344530 49.175942 93.513117
-37.373737 65.028621 39.167943 90.889299
-38.383838 48.477251 41.503868 55.450633
-39.393939 59.865014 43.916080 75.813947
-40.404040 60.995940 52.435783 69.556098
-41.414141 63.791727 53.275068 74.308387
-42.424242 71.058956 58.162174 83.955738
-43.434343 66.531993 50.736949 82.327037
-44.444444 68.181426 52.010888 84.351964
-45.454545 70.852859 55.735492 85.970225
-46.464646 62.181740 46.733981 77.629499
-47.474747 62.572035 47.847385 77.296685
-48.484848 64.928357 53.287168 76.569546
-49.494949 67.289406 58.256177 76.322636
-50.505051 66.487191 58.927278 74.047104
-51.515152 70.889099 51.705843 90.072356
-52.525253 68.883354 51.469826 86.296882
-53.535354 73.643483 55.347921 91.939046
-54.545455 68.459214 46.793492 90.124935
-55.555556 61.394106 40.569128 82.219085
-56.565657 53.508783 40.973249 66.044316
-57.575758 55.075078 43.489240 66.660916
-58.585859 60.183932 47.093634 73.274231
-59.595960 66.119848 48.427255 83.812442
-60.606061 61.345288 50.109282 72.581294
-61.616162 66.792743 55.386264 78.199222
-62.626263 70.382835 56.616731 84.148938
-63.636364 63.320481 47.633685 79.007277
-64.646465 67.018603 50.200767 83.836439
-65.656566 70.800915 55.342798 86.259032
-66.666667 65.286441 48.804904 81.767977
-67.676768 64.143329 49.680861 78.605796
-68.686869 63.702271 50.892907 76.511634
-69.696970 62.925096 47.573376 78.276815
-70.707071 75.106262 63.746786 86.465739
-71.717172 74.029062 64.601419 83.456706
-72.727273 68.445995 51.579237 85.312754
-73.737374 68.445916 51.578972 85.312861
-74.747475 70.013672 56.725826 83.301519
-75.757576 71.191531 60.381462 82.001601
-76.767677 72.369814 63.682025 81.057602
-77.777778 73.549574 66.308409 80.790739
-78.787879 74.732471 67.818454 81.646487
-79.797980 76.160084 67.983958 84.336209
-80.808081 77.101924 67.398051 86.805798
-81.818182 68.453729 51.605126 85.302332
-82.828283 70.024625 52.716985 87.332264
-83.838384 72.474326 55.716759 89.231893
-84.848485 64.514582 48.293844 80.735320
-85.858586 66.468878 52.413117 80.524639
-86.868687 69.142965 57.578390 80.707541
-87.878788 71.578256 61.541138 81.615373
-88.888889 76.305850 64.506704 88.104996
-89.898990 75.358188 65.173422 85.542954
-90.909091 56.290534 35.469203 77.111865
-91.919192 48.786312 47.776434 49.796190
-92.929293 54.673626 53.662453 55.684799
-93.939394 60.564170 59.554168 61.574173
-94.949495 66.753705 65.646572 67.860838
-95.959596 73.057915 72.082494 74.033336
-96.969697 79.853094 78.246772 81.459417
-97.979798 75.037577 55.133073 94.942082
-98.989899 52.130570 11.110421 93.150719
-100.000000 17.866884 0.000000 45.841803
diff --git a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.gnuplot b/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index 6d9265a..0000000
--- a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.png'
-set title "cdlp / datagen-sf3k-fb (XL) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.png b/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index 7617221..0000000
Binary files a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.dat b/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index 34c3b69..0000000
--- a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.002431 0.001070 0.003792
-1.010101 8.410672 3.002021 13.819322
-2.020202 10.489684 10.119485 10.859883
-3.030303 10.885846 10.498427 11.273265
-4.040404 11.029124 10.738970 11.319279
-5.050505 11.165444 10.779352 11.551536
-6.060606 10.834703 10.579445 11.089961
-7.070707 11.036950 10.768023 11.305878
-8.080808 11.192984 10.992353 11.393615
-9.090909 11.151628 10.826074 11.477181
-10.101010 10.813842 10.482480 11.145204
-11.111111 11.695044 9.392177 13.997911
-12.121212 12.749470 9.695682 15.803258
-13.131313 12.457659 9.819427 15.095891
-14.141414 16.664630 15.763225 17.566035
-15.151515 16.235926 15.024051 17.447801
-16.161616 16.231496 15.009494 17.453499
-17.171717 16.127325 14.992299 17.262352
-18.181818 15.890392 14.578244 17.202540
-19.191919 15.733645 14.619460 16.847831
-20.202020 15.608259 14.017363 17.199155
-21.212121 16.157791 14.555691 17.759890
-22.222222 16.778844 14.649110 18.908577
-23.232323 17.133071 15.571851 18.694291
-24.242424 17.273878 15.666772 18.880984
-25.252525 16.832297 15.415195 18.249399
-26.262626 16.905192 15.553149 18.257234
-27.272727 16.815002 15.419175 18.210829
-28.282828 17.977026 15.777441 20.176612
-29.292929 17.027971 14.633912 19.422030
-30.303030 17.666569 15.712108 19.621029
-31.313131 17.137496 15.802060 18.472933
-32.323232 16.789090 15.275601 18.302580
-33.333333 16.794887 15.295905 18.293868
-34.343434 16.630591 15.258662 18.002521
-35.353535 16.625316 15.255501 17.995130
-36.363636 16.809365 15.564263 18.054466
-37.373737 16.904593 15.649244 18.159943
-38.383838 16.703089 15.340654 18.065524
-39.393939 16.832640 15.481108 18.184172
-40.404040 17.733790 16.226351 19.241229
-41.414141 17.775089 16.264695 19.285484
-42.424242 18.559671 17.240296 19.879046
-43.434343 17.841090 16.221063 19.461118
-44.444444 17.872431 16.316908 19.427953
-45.454545 17.875968 16.302722 19.449215
-46.464646 17.757395 16.231898 19.282893
-47.474747 17.879717 16.304023 19.455411
-48.484848 17.871208 16.295352 19.447063
-49.494949 17.858725 16.275903 19.441546
-50.505051 18.048918 16.237656 19.860180
-51.515152 18.711133 15.578266 21.844000
-52.525253 17.956409 16.281726 19.631091
-53.535354 19.280025 17.056573 21.503477
-54.545455 18.919860 15.849756 21.989964
-55.555556 17.977214 16.211529 19.742898
-56.565657 18.058262 16.294860 19.821665
-57.575758 18.089509 16.286959 19.892058
-58.585859 18.011442 16.298937 19.723947
-59.595960 19.008082 16.691618 21.324546
-60.606061 18.072075 16.342760 19.801391
-61.616162 17.983163 16.255598 19.710728
-62.626263 17.966700 16.249334 19.684065
-63.636364 17.997779 16.273801 19.721757
-64.646465 17.934049 16.261491 19.606608
-65.656566 17.945397 16.263553 19.627240
-66.666667 17.896268 16.166705 19.625830
-67.676768 17.907515 16.291940 19.523090
-68.686869 17.992988 16.288673 19.697304
-69.696970 17.951704 16.307861 19.595547
-70.707071 17.992722 16.288273 19.697171
-71.717172 18.067111 16.310039 19.824183
-72.727273 17.978253 16.241156 19.715349
-73.737374 18.068637 16.308335 19.828939
-74.747475 18.066112 16.306871 19.825354
-75.757576 18.069417 16.308783 19.830052
-76.767677 18.067145 16.307473 19.826818
-77.777778 18.067440 16.307644 19.827236
-78.787879 18.072952 16.310783 19.835121
-79.797980 18.026141 16.280560 19.771722
-80.808081 18.070059 16.309149 19.830969
-81.818182 18.008146 16.266769 19.749523
-82.828283 18.074747 16.310013 19.839481
-83.838384 19.075175 16.663017 21.487333
-84.848485 18.048560 16.258010 19.839109
-85.858586 18.109755 16.385948 19.833562
-86.868687 18.039704 16.308696 19.770712
-87.878788 18.037972 16.308091 19.767853
-88.888889 18.051120 16.303672 19.798567
-89.898990 19.000281 17.333125 20.667437
-90.909091 17.984139 16.220630 19.747649
-91.919192 18.118703 16.344977 19.892430
-92.929293 17.994570 16.298989 19.690151
-93.939394 18.046492 16.308391 19.784593
-94.949495 18.068773 16.353171 19.784375
-95.959596 18.095308 16.341169 19.849446
-96.969697 18.057290 16.360934 19.753647
-97.979798 18.077903 16.348610 19.807196
-98.989899 14.180790 4.940218 23.421362
-100.000000 6.593773 0.000000 16.980162
diff --git a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.gnuplot b/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index a363b03..0000000
--- a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.png'
-set title "cdlp / datagen-sf3k-fb (XL) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.png b/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index f729bc0..0000000
Binary files a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat b/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 1ce9108..0000000
--- a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-9002.96903 5.64643582e-07
-9005.52318 6.99423759e-07
-9008.07734 8.63865591e-07
-9010.63149 1.06387799e-06
-9013.18565 1.30640362e-06
-9015.7398 1.59956865e-06
-9018.29395 1.95284786e-06
-9020.84811 2.37724543e-06
-9023.40226 2.88549143e-06
-9025.95642 3.4922538e-06
-9028.51057 4.21436493e-06
-9031.06473 5.0710619e-06
-9033.61888 6.08423848e-06
-9036.17304 7.27870657e-06
-9038.72719 8.68246416e-06
-9041.28135 1.03269659e-05
-9043.8355 1.22473918e-05
-9046.38966 1.44829086e-05
-9048.94381 1.70769176e-05
-9051.49797 2.00772822e-05
-9054.05212 2.35365261e-05
-9056.60628 2.7511995e-05
-9059.16043 3.20659709e-05
-9061.71459 3.72657307e-05
-9064.26874 4.31835365e-05
-9066.8229 4.98965493e-05
-9069.37705 5.74866537e-05
-9071.93121 6.60401843e-05
-9074.48536 7.56475435e-05
-9077.03952 8.64027025e-05
-9079.59367 9.84025777e-05
-9082.14783 0.000111746276
-9084.70198 0.000126534205
-9087.25614 0.000142867054
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-9128.12261 0.000675729864
-9130.67677 0.000727014626
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-9151.11001 0.0011836075
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-9156.21832 0.00130219985
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-9171.54325 0.00163496105
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-9199.63895 0.00204699382
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-9207.30141 0.00211195072
-9209.85557 0.00213062601
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-9214.96388 0.0021651057
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-9220.07219 0.00219769784
-9222.62634 0.00221403049
-9225.1805 0.00223078068
-9227.73465 0.00224823315
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-9245.61374 0.0024104045
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-9335.00915 0.00400397895
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-9350.33408 0.00397133208
-9352.88824 0.00394628825
-9355.44239 0.00391578251
-9357.99655 0.00387998066
-9360.5507 0.00383909948
-9363.10486 0.00379340542
-9365.65901 0.00374321243
-9368.21317 0.00368887882
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-9373.32148 0.00356942089
-9375.87563 0.00350519612
-9378.42979 0.0034386183
-9380.98394 0.00337019418
-9383.5381 0.00330044107
-9386.09225 0.00322987941
-9388.64641 0.00315902528
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-9396.30887 0.00294964614
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-9406.52549 0.00269391634
-9409.07964 0.00263641587
-9411.6338 0.00258193498
-9414.18795 0.00253059774
-9416.74211 0.00248246932
-9419.29626 0.00243755618
-9421.85042 0.0023958073
-9424.40457 0.00235711645
-9426.95873 0.00232132534
-9429.51288 0.00228822774
-9432.06704 0.00225757429
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-9439.7295 0.00217725896
-9442.28366 0.00215323136
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-9449.94612 0.00208421645
-9452.50028 0.00206099584
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-9457.60859 0.00201212894
-9460.16274 0.00198585771
-9462.7169 0.00195799452
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-9472.93352 0.00182658861
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-9483.15014 0.0016585689
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-9490.8126 0.0015095843
-9493.36675 0.00145629334
-9495.92091 0.00140153166
-9498.47506 0.00134553802
-9501.02922 0.00128856651
-9503.58337 0.00123088212
-9506.13753 0.0011727562
-9508.69168 0.00111446219
-9511.24584 0.00105627143
-9513.79999 0.000998449359
-9516.35415 0.000941251948
-9518.9083 0.000884922553
-9521.46246 0.000829689159
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-9577.65386 9.83132227e-05
-9580.20802 8.63310637e-05
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-9618.52034 8.68068205e-06
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-9633.84527 2.8851569e-06
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-9641.50774 1.59942956e-06
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-9649.1702 8.63809319e-07
-9651.72435 6.99382391e-07
-9654.27851 5.64613262e-07
diff --git a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index 82e5d16..0000000
--- a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.png'
-set title "cdlp / datagen-sf3k-fb (XL) — max_mem_24G workers_4\nmedian=9343.068s  mean=9329.720s  std=100.829s  min=9192.601s  max=9464.647s  p90=9424.982s  p95=9444.815s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.00521997]
-set xrange [9002.969026:9654.278509]
-set grid y
-set key top right
-set arrow from 9343.067800,0 to 9343.067800,0.00521997 nohead lc rgb 'red' lw 2
-set label 'median 9343.068s' at 9343.067800,0.00521997 offset char 0,1 tc rgb 'red'
-set arrow from 9424.982379,0 to 9424.982379,0.00521997 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 9424.982s' at 9424.982379,0.00521997 offset char 0,1 tc rgb 'orange'
-set arrow from 9444.814680,0 to 9444.814680,0.00521997 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 9444.815s' at 9444.814680,0.00521997 offset char 0,1 tc rgb 'orange'
-set arrow from 9192.600553,0 to 9192.600553,0.000160614 nohead lc rgb '#666666' lw 1
-set arrow from 9282.797284,0 to 9282.797284,0.000160614 nohead lc rgb '#666666' lw 1
-set arrow from 9464.646982,0 to 9464.646982,0.000160614 nohead lc rgb '#666666' lw 1
-set arrow from 9343.067800,0 to 9343.067800,0.000160614 nohead lc rgb '#666666' lw 1
-set arrow from 9365.485475,0 to 9365.485475,0.000160614 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.png b/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index b2f6866..0000000
Binary files a/benches/results/cdlp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/benchmark.json b/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index 066dc83..0000000
--- a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,54291 +0,0 @@
-{
-  "algorithm": "cdlp",
-  "dataset": "graph500-26",
-  "size_class": "XL",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/cdlp_graph500-26",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--max-iter",
-      "10"
-    ]
-  },
-  "graph": {
-    "vertices": 32000000,
-    "edges": 1000000000,
-    "nodes_str": "32M",
-    "edges_str": "1B"
-  },
-  "warmup": {
-    "wall_time_s": 3387.5994409839986,
-    "sampling_interval_s": 1.0
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 3556.405555917001,
-      "peak_rss_kb": 15270812,
-      "peak_disk_bytes": 36952343552.0,
-      "returncode": 0,
-      "n_samples": 3551
-    },
-    {
-      "index": 1,
-      "wall_time_s": 3448.6832836660033,
-      "peak_rss_kb": 15730308,
-      "peak_disk_bytes": 36963274752.0,
-      "returncode": 0,
-      "n_samples": 3442
-    },
-    {
-      "index": 2,
-      "wall_time_s": 3430.0591280559966,
-      "peak_rss_kb": 16411176,
-      "peak_disk_bytes": 36781114368.0,
-      "returncode": 0,
-      "n_samples": 3421
-    },
-    {
-      "index": 3,
-      "wall_time_s": 3555.283530681998,
-      "peak_rss_kb": 16445168,
-      "peak_disk_bytes": 36952213504.0,
-      "returncode": 0,
-      "n_samples": 3541
-    },
-    {
-      "index": 4,
-      "wall_time_s": 3771.964805511998,
-      "peak_rss_kb": 15702928,
-      "peak_disk_bytes": 36716804096.0,
-      "returncode": 0,
-      "n_samples": 3752
-    }
-  ],
-  "stats": {
-    "wall_time_s": {
-      "n": 5,
-      "median": 3555.283530681998,
-      "mean": 3552.4792607665995,
-      "std": 135.9756208210684,
-      "min": 3430.0591280559966,
-      "max": 3771.964805511998,
-      "p90": 3685.7411056739993,
-      "p95": 3728.8529555929986
-    },
-    "peak_rss_kb": {
-      "n": 5,
-      "median": 15730308.0,
-      "mean": 15912078.4,
-      "std": 505294.443829338,
-      "min": 15270812,
-      "max": 16445168,
-      "p90": 16431571.2,
-      "p95": 16438369.6
-    },
-    "peak_disk_bytes": {
-      "n": 5,
-      "median": 36952213504.0,
-      "mean": 36873150054.4,
-      "std": 115714872.12259933,
-      "min": 36716804096.0,
-      "max": 36963274752.0,
-      "p90": 36958902272.0,
-      "p95": 36961088512.0
-    },
-    "medges_per_sec": 0.2812715192389096
-  },
-  "series": {
-    "alignment": "dtw",
-    "ref_run": 3,
-    "band_frac": 0.25,
-    "grid_size": 100,
-    "rss_bands_gib": [
-      [
-        0.00355377197265625,
-        0.0008654650569532843,
-        0.006242078888359216
-      ],
-      [
-        7.314953928550215,
-        2.5821400625976096,
-        12.047767794502821
-      ],
-      [
-        9.577510351354722,
-        8.999780615729831,
-        10.155240086979612
-      ],
-      [
-        10.18024893634109,
-        9.997437053441582,
-        10.3630608192406
-      ],
-      [
-        10.579014713753237,
-        10.207746023558496,
-        10.950283403947978
-      ],
-      [
-        10.611452289603465,
-        10.265662003515725,
-        10.957242575691204
-      ],
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\ No newline at end of file
diff --git a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/disk.dat b/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index f2163c3..0000000
--- a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.000000 0.000000 0.000001
-2.020202 1.955104 0.000000 5.137499
-3.030303 6.670872 4.665143 8.676601
-4.040404 9.952028 7.187589 12.716467
-5.050505 12.482872 10.466556 14.499189
-6.060606 18.195022 16.329612 20.060432
-7.070707 24.452271 21.607491 27.297050
-8.080808 28.156535 27.041843 29.271228
-9.090909 8.017046 2.513790 13.520302
-10.101010 10.359666 6.951903 13.767428
-11.111111 15.161826 13.353218 16.970435
-12.121212 17.623192 16.412446 18.833939
-13.131313 19.933132 18.719267 21.146997
-14.141414 23.016999 22.025725 24.008274
-15.151515 23.025468 19.081591 26.969345
-16.161616 25.718905 24.501977 26.935833
-17.171717 28.446772 24.250846 32.642698
-18.181818 26.067899 19.850352 32.285445
-19.191919 24.148221 18.412321 29.884120
-20.202020 25.294984 18.156281 32.433687
-21.212121 22.594141 16.518641 28.669641
-22.222222 25.678028 20.362449 30.993606
-23.232323 24.681292 18.876091 30.486493
-24.242424 23.003413 16.454677 29.552149
-25.252525 24.583966 16.218960 32.948971
-26.262626 23.155622 13.957385 32.353859
-27.272727 22.410406 15.125223 29.695589
-28.282828 21.767786 17.149154 26.386418
-29.292929 24.236680 16.550846 31.922514
-30.303030 21.641942 15.630729 27.653154
-31.313131 22.872602 15.842168 29.903037
-32.323232 20.559505 16.380988 24.738022
-33.333333 22.517844 17.859511 27.176177
-34.343434 24.909704 19.408906 30.410502
-35.353535 25.935297 18.962549 32.908046
-36.363636 21.314023 16.291146 26.336900
-37.373737 22.124792 16.482282 27.767302
-38.383838 24.178161 17.275631 31.080692
-39.393939 22.811876 16.069295 29.554457
-40.404040 23.578430 17.163034 29.993826
-41.414141 22.421989 18.603566 26.240413
-42.424242 25.533008 19.087808 31.978207
-43.434343 25.109087 17.159473 33.058702
-44.444444 26.265361 19.066693 33.464029
-45.454545 25.366312 17.693714 33.038910
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-48.484848 22.791725 15.230056 30.353395
-49.494949 24.317308 16.481396 32.153220
-50.505051 22.016159 15.871411 28.160906
-51.515152 21.899118 13.562728 30.235508
-52.525253 23.161017 13.808469 32.513565
-53.535354 17.763846 14.796903 20.730788
-54.545455 18.144987 14.183845 22.106129
-55.555556 19.300672 15.945662 22.655682
-56.565657 21.223595 17.197958 25.249232
-57.575758 24.982328 19.849854 30.114802
-58.585859 20.838887 14.117232 27.560541
-59.595960 24.693632 17.112942 32.274322
-60.606061 25.758734 17.080893 34.436575
-61.616162 22.621147 15.897903 29.344391
-62.626263 22.389034 15.752685 29.025382
-63.636364 25.464291 18.180440 32.748141
-64.646465 27.391763 21.006260 33.777265
-65.656566 27.777248 22.040054 33.514442
-66.666667 22.766231 15.349340 30.183123
-67.676768 20.453317 14.384521 26.522113
-68.686869 21.572640 14.607437 28.537842
-69.696970 23.998795 16.217054 31.780535
-70.707071 23.617028 17.576677 29.657380
-71.717172 23.922354 17.385579 30.459130
-72.727273 22.711680 17.123078 28.300282
-73.737374 21.367559 17.370491 25.364628
-74.747475 22.380148 18.234371 26.525925
-75.757576 23.536971 18.941714 28.132228
-76.767677 24.308043 19.352847 29.263240
-77.777778 26.256027 19.977349 32.534705
-78.787879 28.363282 21.972756 34.753808
-79.797980 26.814854 18.761279 34.868429
-80.808081 18.139687 15.251922 21.027451
-81.818182 19.683776 15.660680 23.706871
-82.828283 20.837819 17.947978 23.727661
-83.838384 21.223288 18.249731 24.196845
-84.848485 23.568649 21.099547 26.037751
-85.858586 25.879576 22.310162 29.448990
-86.868687 28.587089 25.231531 31.942647
-87.878788 23.922771 16.672993 31.172549
-88.888889 26.620803 20.883162 32.358444
-89.898990 20.452737 16.307495 24.597980
-90.909091 20.452737 16.307495 24.597980
-91.919192 21.994361 18.352760 25.635962
-92.929293 24.211155 20.970705 27.451605
-93.939394 25.084096 23.113969 27.054223
-94.949495 26.511252 25.415281 27.607224
-95.959596 27.006337 25.792410 28.220264
-96.969697 29.319529 28.105207 30.533851
-97.979798 32.009521 31.985378 32.033664
-98.989899 16.598677 16.598662 16.598692
-100.000000 0.039665 0.039665 0.039666
diff --git a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/disk.gnuplot b/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index 8325fad..0000000
--- a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/disk.png'
-set title "cdlp / graph500-26 (XL) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/disk.png b/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index 39aa7a9..0000000
Binary files a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/rss.dat b/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index 09b3d9d..0000000
--- a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.003554 0.000865 0.006242
-1.010101 7.314954 2.582140 12.047768
-2.020202 9.577510 8.999781 10.155240
-3.030303 10.180249 9.997437 10.363061
-4.040404 10.579015 10.207746 10.950283
-5.050505 10.611452 10.265662 10.957243
-6.060606 11.185987 10.730554 11.641421
-7.070707 11.150543 10.613282 11.687805
-8.080808 11.191667 10.579482 11.803851
-9.090909 8.694476 6.964984 10.423969
-10.101010 7.275297 6.836392 7.714202
-11.111111 7.598156 7.202694 7.993618
-12.121212 12.006731 9.317675 14.695786
-13.131313 14.792210 14.041312 15.543109
-14.141414 14.387245 12.894137 15.880352
-15.151515 12.895826 12.100479 13.691172
-16.161616 13.660815 12.464967 14.856663
-17.171717 14.018601 13.432731 14.604471
-18.181818 13.698882 13.055462 14.342301
-19.191919 13.685208 13.045574 14.324842
-20.202020 13.552930 12.788117 14.317743
-21.212121 13.967281 12.583971 15.350591
-22.222222 14.388596 13.506451 15.270740
-23.232323 14.056028 13.763106 14.348949
-24.242424 13.967244 12.708731 15.225757
-25.252525 13.706646 12.374856 15.038435
-26.262626 13.511875 12.205498 14.818251
-27.272727 14.636794 14.042203 15.231385
-28.282828 13.612335 12.612391 14.612279
-29.292929 13.014207 11.740525 14.287889
-30.303030 14.079883 12.973590 15.186177
-31.313131 13.189384 11.489039 14.889729
-32.323232 13.593634 12.521963 14.665305
-33.333333 13.987651 12.346683 15.628619
-34.343434 14.203501 13.030962 15.376039
-35.353535 13.598417 12.545022 14.651812
-36.363636 14.158887 12.767652 15.550122
-37.373737 13.193864 11.852973 14.534755
-38.383838 14.124687 12.698509 15.550864
-39.393939 13.899615 12.261302 15.537928
-40.404040 13.173632 11.479391 14.867874
-41.414141 13.394064 12.090708 14.697420
-42.424242 13.707704 12.197216 15.218193
-43.434343 14.313424 13.788451 14.838397
-44.444444 13.998004 13.233541 14.762468
-45.454545 13.537394 12.223357 14.851430
-46.464646 12.935558 11.681809 14.189307
-47.474747 13.110223 11.543454 14.676991
-48.484848 14.330150 13.164070 15.496231
-49.494949 13.447951 12.341613 14.554289
-50.505051 14.638393 14.329345 14.947441
-51.515152 14.198364 13.361556 15.035172
-52.525253 13.973177 12.930812 15.015542
-53.535354 14.276740 12.792692 15.760787
-54.545455 12.932885 11.949343 13.916426
-55.555556 14.379008 13.305119 15.452897
-56.565657 14.322129 12.908627 15.735631
-57.575758 14.229628 13.802291 14.656964
-58.585859 14.220906 13.156679 15.285133
-59.595960 14.425664 13.858731 14.992598
-60.606061 14.039609 13.339606 14.739613
-61.616162 14.521425 13.983709 15.059141
-62.626263 13.123294 11.951537 14.295051
-63.636364 14.527880 13.883715 15.172046
-64.646465 13.916938 12.484463 15.349413
-65.656566 13.852105 12.518412 15.185798
-66.666667 13.436820 12.367811 14.505829
-67.676768 14.579652 14.212413 14.946891
-68.686869 13.995497 12.805343 15.185651
-69.696970 14.237413 13.467702 15.007125
-70.707071 14.780573 14.371264 15.189883
-71.717172 13.874826 12.856028 14.893624
-72.727273 14.286282 13.169886 15.402678
-73.737374 14.693221 14.243891 15.142552
-74.747475 14.191608 13.275964 15.107253
-75.757576 13.912690 12.937016 14.888364
-76.767677 14.553403 14.179235 14.927571
-77.777778 14.211986 13.138565 15.285407
-78.787879 13.988300 13.186054 14.790547
-79.797980 14.532905 13.756926 15.308884
-80.808081 13.749246 12.579140 14.919351
-81.818182 14.076059 13.040541 15.111577
-82.828283 14.361074 13.378659 15.343490
-83.838384 14.295085 13.407257 15.182912
-84.848485 14.232274 13.734281 14.730266
-85.858586 14.539306 14.149465 14.929148
-86.868687 14.001056 13.033338 14.968774
-87.878788 14.317076 13.576812 15.057340
-88.888889 13.900318 12.944932 14.855704
-89.898990 14.383924 13.670368 15.097481
-90.909091 13.729501 12.641644 14.817357
-91.919192 13.761716 12.558722 14.964709
-92.929293 14.642314 14.248455 15.036174
-93.939394 14.210775 13.253858 15.167692
-94.949495 14.569027 14.227871 14.910184
-95.959596 14.568718 14.228242 14.909195
-96.969697 14.456097 14.226087 14.686108
-97.979798 13.658017 13.171745 14.144290
-98.989899 14.864534 14.524128 15.204940
-100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/rss.gnuplot b/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index ad68dcb..0000000
--- a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/rss.png'
-set title "cdlp / graph500-26 (XL) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/rss.png b/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index 7038337..0000000
Binary files a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat b/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 5710783..0000000
--- a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-3183.01612 5.57380201e-07
-3186.29452 6.90735022e-07
-3189.57292 8.5362555e-07
-3192.85132 1.05200918e-06
-3196.12972 1.29290929e-06
-3199.40812 1.58457643e-06
-3202.68651 1.93666789e-06
-3205.96491 2.36044646e-06
-3209.24331 2.86899918e-06
-3212.52171 3.47747638e-06
-3215.80011 4.20335124e-06
-3219.07851 5.06669946e-06
-3222.35691 6.09049827e-06
-3225.63531 7.30094335e-06
-3228.91371 8.72778164e-06
-3232.1921 1.04046573e-05
-3235.4705 1.23694671e-05
-3238.7489 1.46647207e-05
-3242.0273 1.73379009e-05
-3245.3057 2.04418159e-05
-3248.5841 2.40349384e-05
-3251.8625 2.81817202e-05
-3255.1409 3.29528752e-05
-3258.41929 3.84256183e-05
-3261.69769 4.46838497e-05
-3264.97609 5.18182722e-05
-3268.25449 5.99264282e-05
-3271.53289 6.91126435e-05
-3274.81129 7.94878642e-05
-3278.08969 9.11693733e-05
-3281.36809 0.000104280375
-3284.64648 0.000118949435
-3287.92488 0.000135309763
-3291.20328 0.000153498331
-3294.48168 0.000173654828
-3297.76008 0.000195920431
-3301.03848 0.000220436405
-3304.31688 0.000247342531
-3307.59528 0.000276775372
-3310.87367 0.000308866377
-3314.15207 0.000343739854
-3317.43047 0.000381510828
-3320.70887 0.000422282799
-3323.98727 0.000466145451
-3327.26567 0.00051317233
-3330.54407 0.000563418533
-3333.82247 0.000616918471
-3337.10086 0.000673683719
-3340.37926 0.000733701034
-3343.65766 0.000796930577
-3346.93606 0.000863304387
-3350.21446 0.00093272517
-3353.49286 0.00100506544
-3356.77126 0.00108016704
-3360.04966 0.00115784118
-3363.32806 0.00123786882
-3366.60645 0.00132000168
-3369.88485 0.00140396366
-3373.16325 0.0014894529
-3376.44165 0.00157614421
-3379.72005 0.00166369215
-3382.99845 0.00175173447
-3386.27685 0.00183989603
-3389.55525 0.00192779309
-3392.83364 0.00201503795
-3396.11204 0.00210124373
-3399.39044 0.00218602944
-3402.66884 0.00226902494
-3405.94724 0.00234987605
-3409.22564 0.00242824934
-3412.50404 0.0025038368
-3415.78244 0.00257636007
-3419.06083 0.00264557428
-3422.33923 0.00271127127
-3425.61763 0.00277328227
-3428.89603 0.00283147977
-3432.17443 0.00288577871
-3435.45283 0.0029361368
-3438.73123 0.00298255402
-3442.00963 0.00302507131
-3445.28802 0.00306376835
-3448.56642 0.00309876061
-3451.84482 0.00313019565
-3455.12322 0.00315824866
-3458.40162 0.00318311756
-3461.68002 0.00320501746
-3464.95842 0.00322417489
-3468.23682 0.00324082172
-3471.51521 0.00325518902
-3474.79361 0.00326750098
-3478.07201 0.00327796897
-3481.35041 0.00328678603
-3484.62881 0.00329412174
-3487.90721 0.00330011772
-3491.18561 0.00330488384
-3494.46401 0.00330849525
-3497.74241 0.00331099023
-3501.0208 0.00331236902
-3504.2992 0.00331259363
-3507.5776 0.00331158853
-3510.856 0.00330924245
-3514.1344 0.00330541094
-3517.4128 0.00329991992
-3520.6912 0.00329256998
-3523.9696 0.00328314126
-3527.24799 0.00327139907
-3530.52639 0.00325709981
-3533.80479 0.00323999722
-3537.08319 0.00321984886
-3540.36159 0.00319642245
-3543.63999 0.00316950223
-3546.91839 0.00313889491
-3550.19679 0.00310443531
-3553.47518 0.0030659914
-3556.75358 0.00302346875
-3560.03198 0.0029768142
-3563.31038 0.00292601883
-3566.58878 0.00287111998
-3569.86718 0.00281220244
-3573.14558 0.00274939882
-3576.42398 0.0026828889
-3579.70237 0.0026128983
-3582.98077 0.00253969622
-3586.25917 0.00246359256
-3589.53757 0.00238493429
-3592.81597 0.00230410133
-3596.09437 0.00222150191
-3599.37277 0.00213756759
-3602.65117 0.002052748
-3605.92956 0.00196750545
-3609.20796 0.00188230942
-3612.48636 0.00179763116
-3615.76476 0.00171393839
-3619.04316 0.00163169018
-3622.32156 0.00155133219
-3625.59996 0.00147329213
-3628.87836 0.00139797571
-3632.15676 0.00132576298
-3635.43515 0.0012570051
-3638.71355 0.0011920216
-3641.99195 0.00113109805
-3645.27035 0.00107448427
-3648.54875 0.0010223929
-3651.82715 0.000974998429
-3655.10555 0.000932436629
-3658.38395 0.000894804333
-3661.66234 0.000862159553
-3664.94074 0.000834521908
-3668.21914 0.000811873317
-3671.49754 0.000794158935
-3674.77594 0.000781288304
-3678.05434 0.000773136699
-3681.33274 0.000769546641
-3684.61114 0.000770329563
-3687.88953 0.000775267629
-3691.16793 0.000784115676
-3694.44633 0.000796603286
-3697.72473 0.00081243699
-3701.00313 0.000831302583
-3704.28153 0.000852867567
-3707.55993 0.000876783712
-3710.83833 0.000902689731
-3714.11672 0.00093021407
-3717.39512 0.000958977806
-3720.67352 0.000988597629
-3723.95192 0.00101868892
-3727.23032 0.00104886888
-3730.50872 0.00107875971
-3733.78712 0.00110799178
-3737.06552 0.00113620681
-3740.34392 0.00116306099
-3743.62231 0.00118822798
-3746.90071 0.00121140186
-3750.17911 0.00123229981
-3753.45751 0.00125066462
-3756.73591 0.00126626703
-3760.01431 0.00127890763
-3763.29271 0.00128841857
-3766.57111 0.00129466485
-3769.8495 0.00129754525
-3773.1279 0.00129699285
-3776.4063 0.00129297516
-3779.6847 0.00128549384
-3782.9631 0.00127458395
-3786.2415 0.00126031288
-3789.5199 0.00124277882
-3792.7983 0.00122210889
-3796.07669 0.00119845696
-3799.35509 0.00117200118
-3802.63349 0.00114294117
-3805.91189 0.00111149514
-3809.19029 0.00107789675
-3812.46869 0.0010423919
-3815.74709 0.00100523549
-3819.02549 0.00096668814
-3822.30388 0.000927013003
-3825.58228 0.000886472658
-3828.86068 0.000845326145
-3832.13908 0.000803826206
-3835.41748 0.000762216732
-3838.69588 0.000720730471
-3841.97428 0.000679587012
-3845.25268 0.000638991063
-3848.53107 0.000599131031
-3851.80947 0.000560177914
-3855.08787 0.000522284508
-3858.36627 0.000485584905
-3861.64467 0.000450194291
-3864.92307 0.000416209009
-3868.20147 0.000383706882
-3871.47987 0.000352747757
-3874.75827 0.000323374259
-3878.03666 0.000295612711
-3881.31506 0.000269474207
-3884.59346 0.000244955793
-3887.87186 0.000222041736
-3891.15026 0.000200704859
-3894.42866 0.000180907892
-3897.70706 0.000162604845
-3900.98546 0.000145742355
-3904.26385 0.000130260999
-3907.54225 0.000116096557
-3910.82065 0.000103181203
-3914.09905 9.14446149e-05
-3917.37745 8.08150011e-05
-3920.65585 7.12200258e-05
-3923.93425 6.25876381e-05
-3927.21265 5.48467994e-05
-3930.49104 4.792811e-05
-3933.76944 4.17643382e-05
-3937.04784 3.62908541e-05
-3940.32624 3.14459746e-05
-3943.60464 2.71712246e-05
-3946.88304 2.34115219e-05
-3950.16144 2.0115293e-05
-3953.43984 1.72345266e-05
-3956.71823 1.47247739e-05
-3959.99663 1.25451019e-05
-3963.27503 1.06580077e-05
-3966.55343 9.02930131e-06
-3969.83183 7.62796236e-06
-3973.11023 6.42597772e-06
-3976.38863 5.39816517e-06
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diff --git a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index 4dcf949..0000000
--- a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/wall_time.png'
-set title "cdlp / graph500-26 (XL) — max_mem_24G workers_4\nmedian=3555.284s  mean=3552.479s  std=135.976s  min=3430.059s  max=3771.965s  p90=3685.741s  p95=3728.853s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.00430637]
-set xrange [3183.016122:4019.007811]
-set grid y
-set key top right
-set arrow from 3555.283531,0 to 3555.283531,0.00430637 nohead lc rgb 'red' lw 2
-set label 'median 3555.284s' at 3555.283531,0.00430637 offset char 0,1 tc rgb 'red'
-set arrow from 3685.741106,0 to 3685.741106,0.00430637 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 3685.741s' at 3685.741106,0.00430637 offset char 0,1 tc rgb 'orange'
-set arrow from 3728.852956,0 to 3728.852956,0.00430637 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 3728.853s' at 3728.852956,0.00430637 offset char 0,1 tc rgb 'orange'
-set arrow from 3556.405556,0 to 3556.405556,0.000132504 nohead lc rgb '#666666' lw 1
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-set arrow from 3771.964806,0 to 3771.964806,0.000132504 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/wall_time.png b/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index 3c6b6dc..0000000
Binary files a/benches/results/cdlp/XL/graph500-26/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/benchmark.json b/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index 4f78bd8..0000000
--- a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,5574 +0,0 @@
-{
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-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/cdlp_cit-Patents",
-    "undirected": false,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
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-      "10"
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-  "environment": {
-    "timestamp": "2026-08-12T14:48:18.852830+00:00",
-    "platform": "Linux-7.0.0-1010-aws-x86_64-with-glibc2.43",
-    "python": "3.14.4",
-    "cpu_count": 4,
-    "gnuplot": true,
-    "git_commit": "10ecf3ccde9e0270b532f23cffe9694718f2a9ad"
-  }
-}
\ No newline at end of file
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/disk.dat b/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index b84e01f..0000000
--- a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.000001 0.000000 0.000001
-2.020202 0.000001 0.000000 0.000001
-3.030303 0.000001 0.000001 0.000001
-4.040404 0.007813 0.000000 0.022453
-5.050505 0.074353 0.015826 0.132880
-6.060606 0.157891 0.104068 0.211714
-7.070707 0.255609 0.204163 0.307056
-8.080808 0.347767 0.319726 0.375807
-9.090909 0.374463 0.374463 0.374463
-10.101010 0.374463 0.374463 0.374463
-11.111111 0.374463 0.374463 0.374463
-12.121212 0.374463 0.374463 0.374463
-13.131313 0.374463 0.374463 0.374463
-14.141414 0.374463 0.374463 0.374463
-15.151515 0.374463 0.374463 0.374463
-16.161616 0.375732 0.371977 0.379487
-17.171717 0.388696 0.373233 0.404159
-18.181818 0.383003 0.368397 0.397609
-19.191919 0.380489 0.368698 0.392279
-20.202020 0.380489 0.368698 0.392279
-21.212121 0.373726 0.373726 0.373726
-22.222222 0.378775 0.365794 0.391756
-23.232323 0.373635 0.373403 0.373868
-24.242424 0.373648 0.373449 0.373848
-25.252525 0.373648 0.373449 0.373848
-26.262626 0.388629 0.372335 0.404923
-27.272727 0.378257 0.364942 0.391573
-28.282828 0.378257 0.364942 0.391573
-29.292929 0.378257 0.364942 0.391573
-30.303030 0.378257 0.364942 0.391573
-31.313131 0.378257 0.364942 0.391573
-32.323232 0.378257 0.364942 0.391573
-33.333333 0.383131 0.367192 0.399070
-34.343434 0.378099 0.365190 0.391008
-35.353535 0.377839 0.365099 0.390578
-36.363636 0.372914 0.372300 0.373529
-37.373737 0.377770 0.365747 0.389794
-38.383838 0.372766 0.371828 0.373704
-39.393939 0.372766 0.371828 0.373704
-40.404040 0.372766 0.371828 0.373704
-41.414141 0.377637 0.364758 0.390515
-42.424242 0.374074 0.369815 0.378334
-43.434343 0.376881 0.364085 0.389676
-44.444444 0.381847 0.365457 0.398237
-45.454545 0.380727 0.369052 0.392402
-46.464646 0.387136 0.371105 0.403166
-47.474747 0.376523 0.363513 0.389534
-48.484848 0.376523 0.363513 0.389534
-49.494949 0.376523 0.363513 0.389534
-50.505051 0.376523 0.363513 0.389534
-51.515152 0.376523 0.363513 0.389534
-52.525253 0.376523 0.363513 0.389534
-53.535354 0.381366 0.365245 0.397486
-54.545455 0.380925 0.366063 0.395787
-55.555556 0.381221 0.365939 0.396504
-56.565657 0.376328 0.363187 0.389468
-57.575758 0.376328 0.363187 0.389468
-58.585859 0.376328 0.363187 0.389468
-59.595960 0.376328 0.363187 0.389468
-60.606061 0.376328 0.363187 0.389468
-61.616162 0.376328 0.363187 0.389468
-62.626263 0.381186 0.364995 0.397376
-63.636364 0.380858 0.365735 0.395980
-64.646465 0.378936 0.365838 0.392034
-65.656566 0.376073 0.362770 0.389376
-66.666667 0.376073 0.362770 0.389376
-67.676768 0.376073 0.362770 0.389376
-68.686869 0.376073 0.362770 0.389376
-69.696970 0.376073 0.362770 0.389376
-70.707071 0.376073 0.362770 0.389376
-71.717172 0.380835 0.364898 0.396772
-72.727273 0.375978 0.362619 0.389338
-73.737374 0.375978 0.362619 0.389338
-74.747475 0.375978 0.362619 0.389338
-75.757576 0.375978 0.362619 0.389338
-76.767677 0.375978 0.362619 0.389338
-77.777778 0.375978 0.362619 0.389338
-78.787879 0.371069 0.370060 0.372077
-79.797980 0.377376 0.365519 0.389232
-80.808081 0.380600 0.365663 0.395537
-81.818182 0.370803 0.369671 0.371934
-82.828283 0.370803 0.369671 0.371934
-83.838384 0.370803 0.369671 0.371934
-84.848485 0.370803 0.369671 0.371934
-85.858586 0.372080 0.367850 0.376310
-86.868687 0.375664 0.362259 0.389070
-87.878788 0.370654 0.369789 0.371519
-88.888889 0.379320 0.365947 0.392693
-89.898990 0.377215 0.365733 0.388696
-90.909091 0.370442 0.369391 0.371493
-91.919192 0.370442 0.369391 0.371493
-92.929293 0.370442 0.369391 0.371493
-93.939394 0.370442 0.369391 0.371493
-94.949495 0.375201 0.362296 0.388107
-95.959596 0.369987 0.369653 0.370321
-96.969697 0.369775 0.369775 0.369775
-97.979798 0.384925 0.371945 0.397905
-98.989899 0.316730 0.122952 0.510509
-100.000000 0.086325 0.000000 0.268073
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/disk.gnuplot b/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index f49c0d8..0000000
--- a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/disk.png'
-set title "cdlp / cit-Patents (XS) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/disk.png b/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index b2e0ed1..0000000
Binary files a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/rss.dat b/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index b725d73..0000000
--- a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.003687 0.002001 0.005372
-1.010101 0.381521 0.137335 0.625706
-2.020202 0.468687 0.159884 0.777489
-3.030303 0.727203 0.614409 0.839997
-4.040404 0.840574 0.806643 0.874505
-5.050505 0.876457 0.845357 0.907557
-6.060606 0.882519 0.853351 0.911686
-7.070707 0.889098 0.859131 0.919064
-8.080808 0.906383 0.861177 0.951590
-9.090909 0.950477 0.874460 1.026494
-10.101010 1.080213 1.012155 1.148271
-11.111111 1.145648 1.126627 1.164668
-12.121212 1.259494 1.121872 1.397116
-13.131313 1.583938 1.519453 1.648424
-14.141414 1.811698 1.646359 1.977036
-15.151515 2.056752 1.924012 2.189491
-16.161616 2.124556 1.975645 2.273466
-17.171717 2.130669 1.988293 2.273046
-18.181818 2.135672 2.002920 2.268424
-19.191919 2.146603 2.018622 2.274584
-20.202020 2.186216 2.088285 2.284147
-21.212121 2.198601 2.098401 2.298801
-22.222222 2.276658 2.168296 2.385020
-23.232323 2.309680 2.191064 2.428297
-24.242424 2.435263 2.372408 2.498118
-25.252525 2.478676 2.424155 2.533197
-26.262626 2.504865 2.398410 2.611320
-27.272727 2.502744 2.402061 2.603428
-28.282828 2.502784 2.402117 2.603451
-29.292929 2.503476 2.402985 2.603967
-30.303030 2.503643 2.403189 2.604096
-31.313131 2.503840 2.403506 2.604173
-32.323232 2.509832 2.411872 2.607792
-33.333333 2.511631 2.415523 2.607739
-34.343434 2.524080 2.430458 2.617701
-35.353535 2.522211 2.428774 2.615648
-36.363636 2.524350 2.433447 2.615254
-37.373737 2.524651 2.433917 2.615384
-38.383838 2.525296 2.433023 2.617570
-39.393939 2.564226 2.474069 2.654383
-40.404040 2.566503 2.475123 2.657882
-41.414141 2.571405 2.470217 2.672593
-42.424242 2.581107 2.483622 2.678592
-43.434343 2.579641 2.482653 2.676628
-44.444444 2.579504 2.483879 2.675129
-45.454545 2.581181 2.482676 2.679686
-46.464646 2.578773 2.482471 2.675075
-47.474747 2.578773 2.482471 2.675075
-48.484848 2.578773 2.482471 2.675075
-49.494949 2.578773 2.482471 2.675075
-50.505051 2.578773 2.482471 2.675075
-51.515152 2.579160 2.482871 2.675449
-52.525253 2.581203 2.484810 2.677596
-53.535354 2.579535 2.482519 2.676551
-54.545455 2.579422 2.482852 2.675992
-55.555556 2.579301 2.482985 2.675617
-56.565657 2.579301 2.482985 2.675617
-57.575758 2.579301 2.482985 2.675617
-58.585859 2.579301 2.482985 2.675617
-59.595960 2.579301 2.482985 2.675617
-60.606061 2.579304 2.482982 2.675627
-61.616162 2.581399 2.484948 2.677849
-62.626263 2.580044 2.482108 2.677980
-63.636364 2.579310 2.482919 2.675702
-64.646465 2.579319 2.482910 2.675728
-65.656566 2.579331 2.482896 2.675766
-66.666667 2.579331 2.482896 2.675766
-67.676768 2.579331 2.482896 2.675766
-68.686869 2.579331 2.482896 2.675766
-69.696970 2.579331 2.482896 2.675766
-70.707071 2.581520 2.484950 2.678089
-71.717172 2.579377 2.482942 2.675811
-72.727273 2.579377 2.482942 2.675811
-73.737374 2.579377 2.482942 2.675811
-74.747475 2.579377 2.482942 2.675811
-75.757576 2.579377 2.482942 2.675811
-76.767677 2.579377 2.482942 2.675811
-77.777778 2.579377 2.482942 2.675811
-78.787879 2.579842 2.483430 2.676254
-79.797980 2.580371 2.483711 2.677030
-80.808081 2.578957 2.482369 2.675545
-81.818182 2.579189 2.482566 2.675812
-82.828283 2.579189 2.482566 2.675812
-83.838384 2.579194 2.482571 2.675818
-84.848485 2.579492 2.482812 2.676172
-85.858586 2.580767 2.483778 2.677755
-86.868687 2.579436 2.482767 2.676105
-87.878788 2.580512 2.484150 2.676874
-88.888889 2.579776 2.483095 2.676457
-89.898990 2.579491 2.482812 2.676170
-90.909091 2.579491 2.482812 2.676170
-91.919192 2.579512 2.482829 2.676195
-92.929293 2.586214 2.486705 2.685723
-93.939394 2.624120 2.547458 2.700783
-94.949495 2.623194 2.547830 2.698558
-95.959596 2.628792 2.544333 2.713250
-96.969697 2.645586 2.564807 2.726365
-97.979798 2.643706 2.566692 2.720720
-98.989899 2.099683 0.748717 3.450649
-100.000000 0.514121 0.000000 1.835925
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/rss.gnuplot b/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index 28a52bc..0000000
--- a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/rss.png'
-set title "cdlp / cit-Patents (XS) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/rss.png b/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index 02c6710..0000000
Binary files a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat b/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 741751e..0000000
--- a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
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diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index d271afd..0000000
--- a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png'
-set title "cdlp / cit-Patents (XS) — max_mem_24G workers_4\nmedian=44.604s  mean=44.615s  std=0.361s  min=44.142s  max=45.049s  p90=44.978s  p95=45.014s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:1.10514]
-set xrange [43.074860:46.116041]
-set grid y
-set key top right
-set arrow from 44.603885,0 to 44.603885,1.10514 nohead lc rgb 'red' lw 2
-set label 'median 44.604s' at 44.603885,1.10514 offset char 0,1 tc rgb 'red'
-set arrow from 44.978318,0 to 44.978318,1.10514 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 44.978s' at 44.978318,1.10514 offset char 0,1 tc rgb 'orange'
-set arrow from 45.013619,0 to 45.013619,1.10514 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 45.014s' at 45.013619,1.10514 offset char 0,1 tc rgb 'orange'
-set arrow from 44.141981,0 to 44.141981,0.0340043 nohead lc rgb '#666666' lw 1
-set arrow from 44.872417,0 to 44.872417,0.0340043 nohead lc rgb '#666666' lw 1
-set arrow from 44.603885,0 to 44.603885,0.0340043 nohead lc rgb '#666666' lw 1
-set arrow from 45.048919,0 to 45.048919,0.0340043 nohead lc rgb '#666666' lw 1
-set arrow from 44.407103,0 to 44.407103,0.0340043 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png b/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index f7b7706..0000000
Binary files a/benches/results/cdlp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..48aaef9
--- /dev/null
+++ b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5427 @@
+{
+  "algorithm": "cdlp",
+  "dataset": "cit-Patents",
+  "size_class": "XS",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/cdlp_cit-Patents",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
+      "--max-iter",
+      "10"
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+    "edges": 16000000,
+    "nodes_str": "3M",
+    "edges_str": "16M"
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+    "sampling_interval_s": 0.040353005119977754
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+  },
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+  "environment": {
+    "timestamp": "2026-09-29T08:49:31.034165+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/disk.dat b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..d0c61a9
--- /dev/null
+++ b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.000000 0.000000 0.000000
+2.020202 0.000000 0.000000 0.000000
+3.030303 0.000000 0.000000 0.000000
+4.040404 0.000000 0.000000 0.000000
+5.050505 0.074137 0.032082 0.116192
+6.060606 0.176730 0.161453 0.192006
+7.070707 0.362405 0.342904 0.381906
+8.080808 0.403926 0.403926 0.403926
+9.090909 0.403926 0.403926 0.403926
+10.101010 0.403926 0.403926 0.403926
+11.111111 0.403926 0.403926 0.403926
+12.121212 0.403926 0.403926 0.403926
+13.131313 0.403926 0.403926 0.403926
+14.141414 0.403926 0.403926 0.403926
+15.151515 0.426868 0.426709 0.427026
+16.161616 0.426263 0.424426 0.428101
+17.171717 0.407910 0.395637 0.420183
+18.181818 0.403137 0.403136 0.403137
+19.191919 0.403137 0.403136 0.403137
+20.202020 0.403137 0.403136 0.403137
+21.212121 0.403137 0.403136 0.403137
+22.222222 0.403137 0.403136 0.403137
+23.232323 0.403137 0.403136 0.403137
+24.242424 0.413503 0.397183 0.429823
+25.252525 0.435414 0.399973 0.470855
+26.262626 0.423658 0.383406 0.463910
+27.272727 0.439870 0.392347 0.487392
+28.282828 0.423666 0.382440 0.464892
+29.292929 0.423842 0.382576 0.465108
+30.303030 0.407339 0.392826 0.421853
+31.313131 0.407339 0.392826 0.421853
+32.323232 0.401855 0.401443 0.402266
+33.333333 0.406754 0.393746 0.419762
+34.343434 0.410193 0.388343 0.432042
+35.353535 0.401346 0.400451 0.402241
+36.363636 0.401346 0.400451 0.402241
+37.373737 0.401346 0.400451 0.402241
+38.383838 0.406407 0.393144 0.419669
+39.393939 0.402314 0.399467 0.405161
+40.404040 0.406060 0.392561 0.419560
+41.414141 0.411118 0.394435 0.427800
+42.424242 0.410337 0.397802 0.422873
+43.434343 0.406950 0.388966 0.424934
+44.444444 0.399335 0.397740 0.400929
+45.454545 0.399335 0.397740 0.400929
+46.464646 0.409542 0.392757 0.426328
+47.474747 0.407085 0.390898 0.423271
+48.484848 0.396855 0.396855 0.396856
+49.494949 0.401872 0.388973 0.414772
+50.505051 0.407633 0.394634 0.420631
+51.515152 0.402832 0.388298 0.417365
+52.525253 0.399477 0.385024 0.413931
+53.535354 0.404050 0.388437 0.419662
+54.545455 0.398806 0.386076 0.411537
+55.555556 0.393466 0.392291 0.394640
+56.565657 0.397938 0.384762 0.411114
+57.575758 0.392429 0.391109 0.393749
+58.585859 0.392171 0.390632 0.393710
+59.595960 0.396435 0.383496 0.409374
+60.606061 0.396820 0.382482 0.411158
+61.616162 0.406059 0.391396 0.420723
+62.626263 0.405544 0.381273 0.429814
+63.636364 0.391012 0.389755 0.392269
+64.646465 0.391012 0.389755 0.392269
+65.656566 0.391012 0.389755 0.392269
+66.666667 0.391012 0.389755 0.392269
+67.676768 0.391012 0.389755 0.392269
+68.686869 0.395930 0.382028 0.409832
+69.696970 0.405871 0.393120 0.418622
+70.707071 0.400737 0.388968 0.412506
+71.717172 0.400737 0.388968 0.412506
+72.727273 0.400737 0.388968 0.412506
+73.737374 0.400737 0.388968 0.412506
+74.747475 0.400737 0.388968 0.412506
+75.757576 0.400737 0.388968 0.412506
+76.767677 0.400817 0.389147 0.412488
+77.777778 0.405631 0.393234 0.418028
+78.787879 0.411883 0.386709 0.437057
+79.797980 0.400608 0.388675 0.412541
+80.808081 0.400608 0.388675 0.412541
+81.818182 0.400608 0.388675 0.412541
+82.828283 0.400608 0.388675 0.412541
+83.838384 0.400608 0.388675 0.412541
+84.848485 0.400608 0.388675 0.412541
+85.858586 0.400608 0.388675 0.412541
+86.868687 0.405439 0.393309 0.417570
+87.878788 0.414525 0.383031 0.446018
+88.888889 0.400464 0.388340 0.412588
+89.898990 0.400464 0.388340 0.412588
+90.909091 0.400464 0.388340 0.412588
+91.919192 0.400464 0.388340 0.412588
+92.929293 0.400464 0.388340 0.412588
+93.939394 0.400464 0.388340 0.412588
+94.949495 0.401487 0.390520 0.412455
+95.959596 0.414574 0.414561 0.414587
+96.969697 0.390144 0.390144 0.390144
+97.979798 0.390144 0.390144 0.390144
+98.989899 0.015601 0.015601 0.015601
+100.000000 0.015601 0.015601 0.015601
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..7f638de
--- /dev/null
+++ b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/cdlp/XS/cit-Patents/max_mem_30G_workers_16/disk.png'
+set title "cdlp / cit-Patents (XS) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/cdlp/XS/cit-Patents/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/disk.png b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..2400323
Binary files /dev/null and b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/rss.dat b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..0f00706
--- /dev/null
+++ b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.002335 0.001256 0.003413
+1.010101 0.498774 0.488439 0.509110
+2.020202 0.697507 0.690655 0.704360
+3.030303 0.772009 0.767286 0.776732
+4.040404 0.919045 0.876129 0.961962
+5.050505 1.304729 1.291557 1.317900
+6.060606 1.323839 1.308405 1.339272
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+97.979798 2.600767 2.559687 2.641846
+98.989899 0.029882 0.000000 0.106709
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..7c07457
--- /dev/null
+++ b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/cdlp/XS/cit-Patents/max_mem_30G_workers_16/rss.png'
+set title "cdlp / cit-Patents (XS) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/cdlp/XS/cit-Patents/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/rss.png b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..2e3fa0f
Binary files /dev/null and b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..674be45
--- /dev/null
+++ b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
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diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..b539454
--- /dev/null
+++ b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/cdlp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png'
+set title "cdlp / cit-Patents (XS) — max_mem_30G workers_16\nmedian=12.101s  mean=12.094s  std=0.052s  min=12.022s  max=12.164s  p90=12.141s  p95=12.152s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:13.1776]
+set xrange [11.948031:12.237259]
+set grid y
+set key top right
+set arrow from 12.100922,0 to 12.100922,13.1776 nohead lc rgb 'red' lw 2
+set label 'median 12.101s' at 12.100922,13.1776 offset char 0,1 tc rgb 'red'
+set arrow from 12.141321,0 to 12.141321,13.1776 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 12.141s' at 12.141321,13.1776 offset char 0,1 tc rgb 'orange'
+set arrow from 12.152486,0 to 12.152486,13.1776 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 12.152s' at 12.152486,13.1776 offset char 0,1 tc rgb 'orange'
+set arrow from 12.100922,0 to 12.100922,0.405466 nohead lc rgb '#666666' lw 1
+set arrow from 12.021639,0 to 12.021639,0.405466 nohead lc rgb '#666666' lw 1
+set arrow from 12.075730,0 to 12.075730,0.405466 nohead lc rgb '#666666' lw 1
+set arrow from 12.107827,0 to 12.107827,0.405466 nohead lc rgb '#666666' lw 1
+set arrow from 12.163651,0 to 12.163651,0.405466 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/cdlp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/cdlp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..24b07a5
Binary files /dev/null and b/benches/results/cdlp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..3241b9e
--- /dev/null
+++ b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5694 @@
+{
+  "algorithm": "hyperanf",
+  "dataset": "cit-Patents",
+  "size_class": "XS",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/hyperanf_cit-Patents",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
+      "--n-hops",
+      "5"
+    ]
+  },
+  "graph": {
+    "vertices": 3000000,
+    "edges": 16000000,
+    "nodes_str": "3M",
+    "edges_str": "16M"
+  },
+  "warmup": {
+    "wall_time_s": 70.33669757700409,
+    "sampling_interval_s": 0.23445565859001363
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
+      "index": 0,
+      "wall_time_s": 69.98549050299334,
+      "peak_rss_kb": 22680964,
+      "peak_disk_bytes": 7047072768.0,
+      "returncode": 0,
+      "n_samples": 298
+    },
+    {
+      "index": 1,
+      "wall_time_s": 70.71106391800276,
+      "peak_rss_kb": 22797676,
+      "peak_disk_bytes": 7046859776.0,
+      "returncode": 0,
+      "n_samples": 301
+    },
+    {
+      "index": 2,
+      "wall_time_s": 70.56226649200835,
+      "peak_rss_kb": 22816108,
+      "peak_disk_bytes": 7047024640.0,
+      "returncode": 0,
+      "n_samples": 300
+    },
+    {
+      "index": 3,
+      "wall_time_s": 70.92302591299813,
+      "peak_rss_kb": 23337144,
+      "peak_disk_bytes": 7256647680.0,
+      "returncode": 0,
+      "n_samples": 301
+    },
+    {
+      "index": 4,
+      "wall_time_s": 72.66653195700201,
+      "peak_rss_kb": 22844540,
+      "peak_disk_bytes": 7256663040.0,
+      "returncode": 0,
+      "n_samples": 308
+    }
+  ],
+  "stats": {
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+    }
+  ],
+  "environment": {
+    "timestamp": "2026-09-29T08:48:12.213009+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/disk.dat b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..4103bee
--- /dev/null
+++ b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.050107 0.000000 0.178931
+2.020202 0.100991 0.000000 0.260000
+3.030303 0.218463 0.073158 0.363769
+4.040404 0.326907 0.268269 0.385545
+5.050505 0.361071 0.320892 0.401250
+6.060606 0.349778 0.298100 0.401455
+7.070707 0.316483 0.312877 0.320090
+8.080808 0.378831 0.212650 0.545012
+9.090909 0.567758 0.378788 0.756729
+10.101010 0.635715 0.465133 0.806298
+11.111111 0.458273 0.348844 0.567703
+12.121212 0.549097 0.437641 0.660552
+13.131313 0.588649 0.580508 0.596790
+14.141414 0.577902 0.573377 0.582427
+15.151515 0.576142 0.576141 0.576142
+16.161616 0.576142 0.576141 0.576142
+17.171717 0.576142 0.576141 0.576142
+18.181818 0.576142 0.576141 0.576142
+19.191919 0.576142 0.576141 0.576142
+20.202020 0.576142 0.576141 0.576142
+21.212121 0.576142 0.576141 0.576142
+22.222222 0.968481 0.556679 1.380284
+23.232323 1.230068 1.229969 1.230168
+24.242424 1.230068 1.229969 1.230168
+25.252525 1.230068 1.229969 1.230168
+26.262626 1.284419 1.144770 1.424069
+27.272727 1.378947 1.378946 1.378947
+28.282828 1.378947 1.378946 1.378947
+29.292929 1.378947 1.378946 1.378947
+30.303030 1.378947 1.378946 1.378947
+31.313131 1.378947 1.378946 1.378947
+32.323232 1.378947 1.378946 1.378947
+33.333333 1.378947 1.378946 1.378947
+34.343434 1.378947 1.378946 1.378947
+35.353535 1.574495 1.071742 2.077248
+36.363636 1.762193 1.158596 2.365790
+37.373737 1.990323 1.345976 2.634670
+38.383838 2.188367 1.663659 2.713075
+39.393939 2.188367 1.663659 2.713075
+40.404040 2.188367 1.663659 2.713075
+41.414141 2.201985 1.711971 2.691999
+42.424242 2.383903 2.313471 2.454335
+43.434343 2.383903 2.313471 2.454335
+44.444444 2.383903 2.313471 2.454335
+45.454545 2.383903 2.313471 2.454335
+46.464646 2.369546 2.336025 2.403067
+47.474747 2.356508 2.356334 2.356682
+48.484848 2.373694 2.329508 2.417880
+49.494949 3.517832 2.617986 4.417678
+50.505051 2.464238 2.464237 2.464238
+51.515152 2.464238 2.464237 2.464238
+52.525253 2.464238 2.464237 2.464238
+53.535354 2.464238 2.464237 2.464238
+54.545455 2.464238 2.464237 2.464238
+55.555556 2.464238 2.464237 2.464238
+56.565657 2.464238 2.464237 2.464238
+57.575758 2.464238 2.464237 2.464238
+58.585859 2.464238 2.464237 2.464238
+59.595960 2.464238 2.464237 2.464238
+60.606061 2.464238 2.464237 2.464238
+61.616162 2.464238 2.464237 2.464238
+62.626263 2.464238 2.464237 2.464238
+63.636364 2.464238 2.464237 2.464238
+64.646465 2.464238 2.464237 2.464238
+65.656566 2.464238 2.464237 2.464238
+66.666667 2.464238 2.464237 2.464238
+67.676768 2.464238 2.464237 2.464238
+68.686869 2.660105 2.156531 3.163679
+69.696970 3.264795 2.720614 3.808975
+70.707071 3.677979 3.606099 3.749858
+71.717172 4.091614 3.292540 4.890688
+72.727273 5.144742 4.282496 6.006988
+73.737374 5.966267 5.782138 6.150396
+74.747475 5.786584 5.121075 6.452093
+75.757576 5.786584 5.121075 6.452093
+76.767677 5.786584 5.121075 6.452093
+77.777778 5.465777 4.656947 6.274608
+78.787879 5.264960 4.421985 6.107935
+79.797980 5.063651 4.514663 5.612640
+80.808081 5.233587 4.313370 6.153804
+81.818182 5.386499 4.282201 6.490796
+82.828283 5.299508 4.234400 6.364616
+83.838384 5.871564 5.514194 6.228934
+84.848485 5.568985 3.921137 7.216832
+85.858586 4.711011 3.436940 5.985081
+86.868687 4.103299 3.474505 4.732092
+87.878788 4.103299 3.474505 4.732092
+88.888889 4.103299 3.474505 4.732092
+89.898990 4.103299 3.474505 4.732092
+90.909091 4.103299 3.474505 4.732092
+91.919192 4.103299 3.474505 4.732092
+92.929293 4.103299 3.474505 4.732092
+93.939394 4.767630 3.528016 6.007244
+94.949495 2.861832 1.850804 3.872861
+95.959596 1.288859 1.288857 1.288861
+96.969697 1.288859 1.288857 1.288861
+97.979798 1.288859 1.288857 1.288861
+98.989899 1.298601 1.298599 1.298604
+100.000000 1.298601 1.298599 1.298604
diff --git a/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..0f9bb9a
--- /dev/null
+++ b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/disk.png'
+set title "hyperanf / cit-Patents (XS) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/disk.png b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..d287f83
Binary files /dev/null and b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/rss.dat b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..6067c1a
--- /dev/null
+++ b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.001933 0.001181 0.002685
+1.010101 0.234161 0.000000 0.830970
+2.020202 0.489531 0.000000 1.259236
+3.030303 1.028937 0.355308 1.702565
+4.040404 1.456967 1.281232 1.632702
+5.050505 1.608359 1.535125 1.681592
+6.060606 1.688948 1.578145 1.799752
+7.070707 1.802692 1.670456 1.934928
+8.080808 2.025305 1.739877 2.310733
+9.090909 2.358192 2.080867 2.635517
+10.101010 2.500656 2.435119 2.566193
+11.111111 2.606491 2.416936 2.796045
+12.121212 2.736966 2.523269 2.950663
+13.131313 3.079198 2.641931 3.516464
+14.141414 3.661905 3.392102 3.931707
+15.151515 3.786692 3.687311 3.886072
+16.161616 3.866796 3.799247 3.934345
+17.171717 3.978415 3.916771 4.040058
+18.181818 5.521989 4.392581 6.651397
+19.191919 6.229563 6.132544 6.326582
+20.202020 6.230936 6.132613 6.329259
+21.212121 6.256803 6.168396 6.345210
+22.222222 6.563900 6.283805 6.843994
+23.232323 7.005898 6.933207 7.078589
+24.242424 7.069034 6.980345 7.157722
+25.252525 7.204964 7.119273 7.290656
+26.262626 8.535694 7.341021 9.730367
+27.272727 10.442122 10.326994 10.557251
+28.282828 10.836195 10.622728 11.049663
+29.292929 10.858097 10.635154 11.081040
+30.303030 10.858284 10.635609 11.080959
+31.313131 10.858898 10.636456 11.081341
+32.323232 10.955368 10.752638 11.158097
+33.333333 11.546855 10.946651 12.147058
+34.343434 12.082789 11.342174 12.823403
+35.353535 12.624384 12.063045 13.185722
+36.363636 12.719468 12.230294 13.208642
+37.373737 12.952440 12.560052 13.344827
+38.383838 13.294279 13.017473 13.571085
+39.393939 13.313184 13.007544 13.618824
+40.404040 13.371729 13.043310 13.700148
+41.414141 13.382362 13.046715 13.718008
+42.424242 13.593901 13.034127 14.153674
+43.434343 13.720847 13.121336 14.320359
+44.444444 13.819133 13.361232 14.277034
+45.454545 13.896848 13.328059 14.465637
+46.464646 14.318538 13.799655 14.837422
+47.474747 14.627603 13.951877 15.303328
+48.484848 16.905086 15.038355 18.771817
+49.494949 18.893050 18.418114 19.367986
+50.505051 19.332761 18.651465 20.014057
+51.515152 19.767952 19.458827 20.077077
+52.525253 20.903158 20.493569 21.312746
+53.535354 21.157282 20.893273 21.421291
+54.545455 21.160012 20.900306 21.419718
+55.555556 21.165929 20.905860 21.425998
+56.565657 21.166253 20.906481 21.426024
+57.575758 21.168461 20.911412 21.425511
+58.585859 21.160351 20.913561 21.407140
+59.595960 21.160826 20.914627 21.407026
+60.606061 21.260908 21.069934 21.451882
+61.616162 21.412122 21.200354 21.623889
+62.626263 21.424409 21.212298 21.636519
+63.636364 21.534819 21.460757 21.608880
+64.646465 21.536362 21.464477 21.608246
+65.656566 21.539275 21.470746 21.607803
+66.666667 21.539400 21.459421 21.619378
+67.676768 21.528845 21.438385 21.619305
+68.686869 21.317507 20.866174 21.768839
+69.696970 20.641643 19.934256 21.349030
+70.707071 20.476085 20.216557 20.735613
+71.717172 20.111810 19.529969 20.693651
+72.727273 19.010066 18.237946 19.782187
+73.737374 18.296434 17.889423 18.703445
+74.747475 18.643755 18.221091 19.066418
+75.757576 18.816724 18.472250 19.161198
+76.767677 18.823718 18.489096 19.158339
+77.777778 18.936959 18.678620 19.195299
+78.787879 19.053561 18.745253 19.361869
+79.797980 19.227897 19.017726 19.438068
+80.808081 19.181572 18.944662 19.418482
+81.818182 19.124267 18.811152 19.437383
+82.828283 19.030098 18.596160 19.464036
+83.838384 19.201607 18.445036 19.958177
+84.848485 18.977723 18.348293 19.607154
+85.858586 19.424619 18.406323 20.442915
+86.868687 20.438816 18.864020 22.013612
+87.878788 20.440422 18.866513 22.014330
+88.888889 20.442078 18.869074 22.015081
+89.898990 20.443077 18.870614 22.015540
+90.909091 20.444220 18.872371 22.016070
+91.919192 20.445476 18.874295 22.016658
+92.929293 20.446595 18.876003 22.017187
+93.939394 20.156007 18.950642 21.361371
+94.949495 20.375934 19.926503 20.825364
+95.959596 19.875893 19.478906 20.272880
+96.969697 19.892855 19.512572 20.273137
+97.979798 19.895617 19.516982 20.274252
+98.989899 0.000000 0.000000 0.000000
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..c44b3fb
--- /dev/null
+++ b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/rss.png'
+set title "hyperanf / cit-Patents (XS) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/rss.png b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..194a078
Binary files /dev/null and b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..4d8ac8b
--- /dev/null
+++ b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+69.1581491 0.000129409197
+69.175152 0.00017918514
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diff --git a/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..663a345
--- /dev/null
+++ b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png'
+set title "hyperanf / cit-Patents (XS) — max_mem_30G workers_16\nmedian=70.711s  mean=70.970s  std=1.010s  min=69.985s  max=72.667s  p90=71.969s  p95=72.318s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:1.18654]
+set xrange [69.158149:73.493873]
+set grid y
+set key top right
+set arrow from 70.711064,0 to 70.711064,1.18654 nohead lc rgb 'red' lw 2
+set label 'median 70.711s' at 70.711064,1.18654 offset char 0,1 tc rgb 'red'
+set arrow from 71.969130,0 to 71.969130,1.18654 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 71.969s' at 71.969130,1.18654 offset char 0,1 tc rgb 'orange'
+set arrow from 72.317831,0 to 72.317831,1.18654 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 72.318s' at 72.317831,1.18654 offset char 0,1 tc rgb 'orange'
+set arrow from 69.985491,0 to 69.985491,0.036509 nohead lc rgb '#666666' lw 1
+set arrow from 70.711064,0 to 70.711064,0.036509 nohead lc rgb '#666666' lw 1
+set arrow from 70.562266,0 to 70.562266,0.036509 nohead lc rgb '#666666' lw 1
+set arrow from 70.923026,0 to 70.923026,0.036509 nohead lc rgb '#666666' lw 1
+set arrow from 72.666532,0 to 72.666532,0.036509 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..260fa7b
Binary files /dev/null and b/benches/results/hyperanf/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/benchmark.json b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..4235ad0
--- /dev/null
+++ b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5646 @@
+{
+  "algorithm": "kcore",
+  "dataset": "graph500-24",
+  "size_class": "M",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/kcore_graph500-24",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
+      "--max-iter",
+      "10"
+    ]
+  },
+  "graph": {
+    "vertices": 8000000,
+    "edges": 260000000,
+    "nodes_str": "8M",
+    "edges_str": "260M"
+  },
+  "warmup": {
+    "wall_time_s": 291.29142883600434,
+    "sampling_interval_s": 0.9709714294533478
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
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+      "peak_rss_kb": 26518704,
+      "peak_disk_bytes": 13704554496.0,
+      "returncode": 0,
+      "n_samples": 297
+    },
+    {
+      "index": 1,
+      "wall_time_s": 286.42519874499703,
+      "peak_rss_kb": 26911636,
+      "peak_disk_bytes": 13372430336.0,
+      "returncode": 0,
+      "n_samples": 296
+    },
+    {
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+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
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+  }
+}
\ No newline at end of file
diff --git a/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/disk.dat b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..8b26f39
--- /dev/null
+++ b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
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+2.020202 2.844769 1.712660 3.976879
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+6.060606 7.383175 6.073581 8.692768
+7.070707 7.739554 7.346212 8.132896
+8.080808 7.892546 7.892546 7.892546
+9.090909 7.892546 7.892546 7.892546
+10.101010 8.819538 6.689304 10.949772
+11.111111 10.437222 8.049039 12.825406
+12.121212 7.390137 6.529067 8.251207
+13.131313 7.434617 6.448427 8.420808
+14.141414 7.723640 7.336619 8.110662
+15.151515 7.897815 7.465116 8.330515
+16.161616 7.270492 5.880740 8.660244
+17.171717 7.014953 4.981935 9.047971
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+19.191919 7.387984 6.288534 8.487434
+20.202020 7.276739 5.476766 9.076711
+21.212121 6.818440 4.403973 9.232907
+22.222222 7.011863 4.354236 9.669489
+23.232323 7.190617 4.250799 10.130435
+24.242424 7.488494 3.993758 10.983229
+25.252525 7.520408 3.961573 11.079244
+26.262626 7.520408 3.961573 11.079244
+27.272727 7.520408 3.961573 11.079244
+28.282828 5.649992 3.172141 8.127842
+29.292929 8.551625 4.721572 12.381678
+30.303030 4.070359 4.070349 4.070369
+31.313131 4.070359 4.070349 4.070369
+32.323232 4.070359 4.070349 4.070369
+33.333333 4.070359 4.070349 4.070369
+34.343434 4.070359 4.070349 4.070369
+35.353535 4.066435 4.057598 4.075271
+36.363636 4.062825 4.057124 4.068526
+37.373737 4.062825 4.057124 4.068526
+38.383838 4.062825 4.057124 4.068526
+39.393939 4.062825 4.057124 4.068526
+40.404040 4.062825 4.057124 4.068526
+41.414141 4.062825 4.057124 4.068526
+42.424242 4.062825 4.057124 4.068526
+43.434343 4.062825 4.057124 4.068526
+44.444444 4.062677 4.056820 4.068534
+45.454545 4.062677 4.056820 4.068534
+46.464646 4.062677 4.056820 4.068534
+47.474747 4.062677 4.056820 4.068534
+48.484848 4.062677 4.056820 4.068534
+49.494949 4.062677 4.056820 4.068534
+50.505051 4.066210 4.057831 4.074589
+51.515152 4.062655 4.056773 4.068537
+52.525253 4.062655 4.056773 4.068537
+53.535354 4.060471 4.057228 4.063713
+54.545455 4.060471 4.057228 4.063713
+55.555556 4.059266 4.058823 4.059708
+56.565657 4.059266 4.058823 4.059708
+57.575758 4.062217 4.055073 4.069361
+58.585859 4.059182 4.058524 4.059840
+59.595960 4.059182 4.058524 4.059840
+60.606061 4.059182 4.058524 4.059840
+61.616162 4.059182 4.058524 4.059840
+62.626263 4.059182 4.058524 4.059840
+63.636364 4.059035 4.058362 4.059707
+64.646465 4.061078 4.055281 4.066875
+65.656566 4.058179 4.057712 4.058645
+66.666667 4.057855 4.057658 4.058052
+67.676768 4.057724 4.057676 4.057771
+68.686869 4.057706 4.057666 4.057746
+69.696970 4.057706 4.057666 4.057746
+70.707071 4.057706 4.057666 4.057746
+71.717172 4.058728 4.056088 4.061368
+72.727273 4.057688 4.057678 4.057698
+73.737374 4.057688 4.057678 4.057698
+74.747475 4.060285 4.053607 4.066963
+75.757576 4.060285 4.053607 4.066963
+76.767677 4.060285 4.053607 4.066963
+77.777778 4.060285 4.053607 4.066963
+78.787879 4.066267 4.051116 4.081417
+79.797980 4.060285 4.053607 4.066963
+80.808081 4.060285 4.053607 4.066963
+81.818182 4.060285 4.053607 4.066963
+82.828283 4.060285 4.053607 4.066963
+83.838384 4.060285 4.053607 4.066963
+84.848485 4.060285 4.053607 4.066963
+85.858586 4.060285 4.053607 4.066963
+86.868687 4.060285 4.053607 4.066963
+87.878788 4.060285 4.053607 4.066963
+88.888889 4.060285 4.053607 4.066963
+89.898990 4.060285 4.053607 4.066963
+90.909091 4.060285 4.053607 4.066963
+91.919192 4.061566 4.054899 4.068234
+92.929293 4.057688 4.057678 4.057698
+93.939394 4.057688 4.057678 4.057698
+94.949495 4.057688 4.057678 4.057698
+95.959596 4.057688 4.057678 4.057698
+96.969697 4.057688 4.057678 4.057698
+97.979798 4.057688 4.057678 4.057698
+98.989899 4.057688 4.057678 4.057698
+100.000000 3.255193 1.173438 5.336947
diff --git a/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..f62027e
--- /dev/null
+++ b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/kcore/M/graph500-24/max_mem_30G_workers_16/disk.png'
+set title "kcore / graph500-24 (M) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/kcore/M/graph500-24/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/disk.png b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..915e3b0
Binary files /dev/null and b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/rss.dat b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..eaaef39
--- /dev/null
+++ b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 8.080431 2.886216 13.274646
+1.010101 11.426439 10.449268 12.403610
+2.020202 12.018127 11.017536 13.018717
+3.030303 12.349554 11.991387 12.707720
+4.040404 12.525829 12.185167 12.866491
+5.050505 12.549326 12.207194 12.891459
+6.060606 12.695398 12.572398 12.818398
+7.070707 12.696797 12.576197 12.817397
+8.080808 12.700206 12.585190 12.815221
+9.090909 12.802621 12.611973 12.993269
+10.101010 13.012410 12.693246 13.331574
+11.111111 12.449804 10.903481 13.996128
+12.121212 11.775338 10.488237 13.062439
+13.131313 11.787231 10.530259 13.044204
+14.141414 11.787835 10.532400 13.043270
+15.151515 11.805143 10.593775 13.016511
+16.161616 11.805921 10.596535 13.015308
+17.171717 11.806151 10.597350 13.014953
+18.181818 12.094972 11.609655 12.580290
+19.191919 12.094981 11.609683 12.580278
+20.202020 12.116109 11.620757 12.611460
+21.212121 12.217280 11.711781 12.722778
+22.222222 12.217220 11.711571 12.722868
+23.232323 12.225500 11.740461 12.710539
+24.242424 12.153576 11.488096 12.819055
+25.252525 12.131734 11.411010 12.852458
+26.262626 12.136706 11.428569 12.844842
+27.272727 12.137899 11.432783 12.843015
+28.282828 12.296343 11.442650 13.150036
+29.292929 13.129519 11.654924 14.604115
+30.303030 12.959310 11.848811 14.069809
+31.313131 13.817406 12.353617 15.281195
+32.323232 18.578481 18.380098 18.776865
+33.333333 20.059161 19.167117 20.951205
+34.343434 21.601262 21.483059 21.719466
+35.353535 22.176370 21.697463 22.655277
+36.363636 21.929436 21.589463 22.269410
+37.373737 21.696404 20.831802 22.561005
+38.383838 21.488396 20.103467 22.873325
+39.393939 21.464497 20.019108 22.909886
+40.404040 21.467743 20.030570 22.904915
+41.414141 21.448635 19.963073 22.934196
+42.424242 21.460063 20.003450 22.916677
+43.434343 22.248026 21.605169 22.890882
+44.444444 22.004333 21.749540 22.259125
+45.454545 21.667464 20.731446 22.603482
+46.464646 21.401246 19.795487 23.007005
+47.474747 21.424227 19.876788 22.971666
+48.484848 21.453652 19.980800 22.926503
+49.494949 21.636965 20.625216 22.648714
+50.505051 22.218695 21.644432 22.792957
+51.515152 21.951255 21.646022 22.256489
+52.525253 21.682288 20.782912 22.581663
+53.535354 21.651292 19.941624 23.360959
+54.545455 21.687936 20.070358 23.305513
+55.555556 21.766759 20.096269 23.437250
+56.565657 22.151321 21.058487 23.244155
+57.575758 22.694551 22.335444 23.053657
+58.585859 22.506665 22.276787 22.736542
+59.595960 22.154784 21.242637 23.066932
+60.606061 21.911027 20.432736 23.389318
+61.616162 21.818117 20.244056 23.392178
+62.626263 21.602165 20.623824 22.580507
+63.636364 21.571058 21.179130 21.962987
+64.646465 22.155074 21.131735 23.178414
+65.656566 21.508215 20.218596 22.797833
+66.666667 21.213548 20.440790 21.986305
+67.676768 22.845368 21.144883 24.545852
+68.686869 21.691389 20.350825 23.031953
+69.696970 21.747085 20.699164 22.795005
+70.707071 22.106236 21.372509 22.839963
+71.717172 23.171121 21.570355 24.771887
+72.727273 23.257015 21.633304 24.880725
+73.737374 22.715589 20.891635 24.539542
+74.747475 22.646067 20.309745 24.982389
+75.757576 22.391909 20.202386 24.581432
+76.767677 22.177764 19.953878 24.401650
+77.777778 22.376245 20.229093 24.523397
+78.787879 22.903616 20.403746 25.403485
+79.797980 22.687748 20.421928 24.953568
+80.808081 22.404361 20.258467 24.550255
+81.818182 22.373271 20.225844 24.520698
+82.828283 22.380517 20.233713 24.527321
+83.838384 22.404966 20.259073 24.550860
+84.848485 22.680719 20.420636 24.940802
+85.858586 22.831732 20.421441 25.242022
+86.868687 22.605137 20.398313 24.811961
+87.878788 22.374218 20.226881 24.521554
+88.888889 22.595264 20.534695 24.655833
+89.898990 22.671372 20.608794 24.733950
+90.909091 23.144641 20.816818 25.472465
+91.919192 23.545688 21.127875 25.963500
+92.929293 22.843500 21.139971 24.547029
+93.939394 22.080757 21.126396 23.035119
+94.949495 21.450628 20.902830 21.998426
+95.959596 21.882513 21.409056 22.355971
+96.969697 22.197056 21.848516 22.545597
+97.979798 22.290343 21.829496 22.751189
+98.989899 22.791897 21.156912 24.426882
+100.000000 20.191045 7.193692 33.188398
diff --git a/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..0a4cde5
--- /dev/null
+++ b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/kcore/M/graph500-24/max_mem_30G_workers_16/rss.png'
+set title "kcore / graph500-24 (M) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/kcore/M/graph500-24/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/rss.png b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..ea84a0d
Binary files /dev/null and b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/wall_time.dat b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..4d306b9
--- /dev/null
+++ b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+277.155019 2.38496984e-05
+277.255058 2.83497704e-05
+277.355098 3.36369509e-05
+277.455137 3.98367952e-05
+277.555176 4.70926511e-05
+277.655215 5.55677932e-05
+277.755254 6.54477497e-05
+277.855293 7.69428286e-05
+277.955332 9.02908515e-05
+278.055371 0.000105760097
+278.15541 0.000123652456
+278.255449 0.000144306804
+278.355489 0.000168102575
+278.455528 0.000195463548
+278.555567 0.000226861815
+278.655606 0.000262821938
+278.755645 0.00030392526
+278.855684 0.000350814347
+278.955723 0.000404197538
+279.055762 0.000464853566
+279.155801 0.000533636199
+279.25584 0.000611478862
+279.355879 0.00069939918
+279.455919 0.000798503377
+279.555958 0.000909990463
+279.655997 0.00103515614
+279.756036 0.00117539632
+279.856075 0.00133221021
+279.956114 0.00150720279
+280.056153 0.00170208668
+280.156192 0.00191868325
+280.256231 0.00215892275
+280.35627 0.00242484365
+280.45631 0.00271859065
+280.556349 0.0030424117
+280.656388 0.00339865356
+280.756427 0.00378975602
+280.856466 0.00421824453
+280.956505 0.00468672138
+281.056544 0.005197855
+281.156583 0.00575436771
+281.256622 0.00635902157
+281.356661 0.0070146025
+281.456701 0.00772390252
+281.55674 0.00848970025
+281.656779 0.00931473966
+281.756818 0.0102017071
+281.856857 0.0111532067
+281.956896 0.0121717346
+282.056935 0.0132596514
+282.156974 0.0144191542
+282.257013 0.0156522469
+282.357052 0.0169607106
+282.457091 0.0183460735
+282.557131 0.0198095805
+282.65717 0.0213521632
+282.757209 0.0229744111
+282.857248 0.0246765429
+282.957287 0.0264583798
+283.057326 0.0283193208
+283.157365 0.0302583199
+283.257404 0.0322738655
+283.357443 0.034363964
+283.457482 0.0365261257
+283.557522 0.0387573549
+283.657561 0.041054144
+283.7576 0.0434124721
+283.857639 0.0458278078
+283.957678 0.0482951176
+284.057717 0.0508088784
+284.157756 0.0533630959
+284.257795 0.0559513274
+284.357834 0.0585667098
+284.457873 0.0612019938
+284.557912 0.0638495806
+284.657952 0.0665015658
+284.757991 0.0691497852
+284.85803 0.0717858667
+284.958069 0.074401284
+285.058108 0.0769874138
+285.158147 0.0795355964
+285.258186 0.0820371964
+285.358225 0.0844836662
+285.458264 0.0868666093
+285.558303 0.0891778432
+285.658343 0.0914094623
+285.758382 0.0935538984
+285.858421 0.0956039793
+285.95846 0.0975529847
+286.058499 0.0993946981
+286.158538 0.101123454
+286.258577 0.102734183
+286.358616 0.104222446
+286.458655 0.10558447
+286.558694 0.10681717
+286.658734 0.107918173
+286.758773 0.108885826
+286.858812 0.109719205
+286.958851 0.110418114
+287.05889 0.110983076
+287.158929 0.111415318
+287.258968 0.111716755
+287.359007 0.111889957
+287.459046 0.111938119
+287.559085 0.111865025
+287.659124 0.111675003
+287.759164 0.111372876
+287.859203 0.110963917
+287.959242 0.110453789
+288.059281 0.109848494
+288.15932 0.109154313
+288.259359 0.108377744
+288.359398 0.10752545
+288.459437 0.106604195
+288.559476 0.105620784
+288.659515 0.104582014
+288.759555 0.103494614
+288.859594 0.102365192
+288.959633 0.101200192
+289.059672 0.100005844
+289.159711 0.0987881249
+289.25975 0.0975527191
+289.359789 0.0963049869
+289.459828 0.0950499354
+289.559867 0.0937921939
+289.659906 0.0925359947
+289.759946 0.0912851576
+289.859985 0.0900430795
+289.960024 0.0888127282
+290.060063 0.0875966403
+290.160102 0.0863969229
+290.260141 0.0852152596
+290.36018 0.08405292
+290.460219 0.0829107717
+290.560258 0.0817892965
+290.660297 0.080688608
+290.760336 0.079608473
+290.860376 0.0785483338
+290.960415 0.077507333
+291.060454 0.0764843393
+291.160493 0.0754779756
+291.260532 0.0744866466
+291.360571 0.0735085682
+291.46061 0.0725417968
+291.560649 0.0715842593
+291.660688 0.0706337825
+291.760727 0.0696881227
+291.860767 0.0687449946
+291.960806 0.0678021
+292.060845 0.0668571549
+292.160884 0.0659079166
+292.260923 0.0649522089
+292.360962 0.0639879462
+292.461001 0.0630131564
+292.56104 0.0620260021
+292.661079 0.0610247996
+292.761118 0.0600080371
+292.861158 0.05897439
+292.961197 0.0579227346
+293.061236 0.0568521598
+293.161275 0.0557619763
+293.261314 0.0546517239
+293.361353 0.0535211762
+293.461392 0.0523703433
+293.561431 0.0511994722
+293.66147 0.0500090446
+293.761509 0.0487997726
+293.861548 0.0475725925
+293.961588 0.0463286565
+294.061627 0.0450693217
+294.161666 0.0437961379
+294.261705 0.0425108338
+294.361744 0.0412153009
+294.461783 0.0399115767
+294.561822 0.0386018263
+294.661861 0.0372883232
+294.7619 0.0359734293
+294.861939 0.0346595742
+294.961979 0.0333492342
+295.062018 0.0320449116
+295.162057 0.0307491138
+295.262096 0.0294643323
+295.362135 0.0281930234
+295.462174 0.0269375888
+295.562213 0.0257003572
+295.662252 0.0244835677
+295.762291 0.0232893535
+295.86233 0.0221197284
+295.96237 0.0209765734
+296.062409 0.0198616257
+296.162448 0.0187764695
+296.262487 0.0177225286
+296.362526 0.0167010597
+296.462565 0.0157131494
+296.562604 0.0147597109
+296.662643 0.0138414839
+296.762682 0.0129590354
+296.862721 0.0121127622
+296.96276 0.0113028948
+297.0628 0.010529503
+297.162839 0.00979250159
+297.262878 0.00909165892
+297.362917 0.00842660459
+297.462956 0.00779683901
+297.562995 0.00720174321
+297.663034 0.00664058925
+297.763073 0.00611255091
+297.863112 0.0056167146
+297.963151 0.00515209039
+298.063191 0.00471762299
+298.16323 0.00431220248
+298.263269 0.00393467493
+298.363308 0.0035838525
+298.463347 0.00325852324
+298.563386 0.00295746028
+298.663425 0.00267943051
+298.763464 0.00242320261
+298.863503 0.00218755448
+298.963542 0.00197127992
+299.063581 0.0017731947
+299.163621 0.00159214189
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diff --git a/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..9d1df2a
--- /dev/null
+++ b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/kcore/M/graph500-24/max_mem_30G_workers_16/wall_time.png'
+set title "kcore / graph500-24 (M) — max_mem_30G workers_16\nmedian=287.823s  mean=288.920s  std=3.015s  min=286.419s  max=293.401s  p90=292.253s  p95=292.827s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.14552]
+set xrange [277.155019:302.664989]
+set grid y
+set key top right
+set arrow from 287.823061,0 to 287.823061,0.14552 nohead lc rgb 'red' lw 2
+set label 'median 287.823s' at 287.823061,0.14552 offset char 0,1 tc rgb 'red'
+set arrow from 292.252795,0 to 292.252795,0.14552 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 292.253s' at 292.252795,0.14552 offset char 0,1 tc rgb 'orange'
+set arrow from 292.826761,0 to 292.826761,0.14552 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 292.827s' at 292.826761,0.14552 offset char 0,1 tc rgb 'orange'
+set arrow from 287.823061,0 to 287.823061,0.00447752 nohead lc rgb '#666666' lw 1
+set arrow from 286.425199,0 to 286.425199,0.00447752 nohead lc rgb '#666666' lw 1
+set arrow from 286.419281,0 to 286.419281,0.00447752 nohead lc rgb '#666666' lw 1
+set arrow from 290.530898,0 to 290.530898,0.00447752 nohead lc rgb '#666666' lw 1
+set arrow from 293.400727,0 to 293.400727,0.00447752 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/kcore/M/graph500-24/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/kcore/M/graph500-24/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/wall_time.png b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..86694d4
Binary files /dev/null and b/benches/results/kcore/M/graph500-24/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..6f4e849
--- /dev/null
+++ b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5433 @@
+{
+  "algorithm": "kcore",
+  "dataset": "cit-Patents",
+  "size_class": "XS",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/kcore_cit-Patents",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
+      "--max-iter",
+      "10"
+    ]
+  },
+  "graph": {
+    "vertices": 3000000,
+    "edges": 16000000,
+    "nodes_str": "3M",
+    "edges_str": "16M"
+  },
+  "warmup": {
+    "wall_time_s": 11.94158106300165,
+    "sampling_interval_s": 0.039805270210005496
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
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+      "index": 0,
+      "wall_time_s": 11.857438752995222,
+      "peak_rss_kb": 3832416,
+      "peak_disk_bytes": 460764160.0,
+      "returncode": 0,
+      "n_samples": 289
+    },
+    {
+      "index": 1,
+      "wall_time_s": 11.925042457005475,
+      "peak_rss_kb": 3747252,
+      "peak_disk_bytes": 448760832.0,
+      "returncode": 0,
+      "n_samples": 287
+    },
+    {
+      "index": 2,
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+      ]
+    }
+  ],
+  "environment": {
+    "timestamp": "2026-09-29T08:41:06.693206+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/disk.dat b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..e643d8d
--- /dev/null
+++ b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.000000 0.000000 0.000000
+2.020202 0.000000 0.000000 0.000000
+3.030303 0.000000 0.000000 0.000000
+4.040404 0.000000 0.000000 0.000000
+5.050505 0.000000 0.000000 0.000000
+6.060606 0.000000 0.000000 0.000000
+7.070707 0.009766 0.000000 0.034873
+8.080808 0.070607 0.000000 0.243638
+9.090909 0.106604 0.000000 0.272998
+10.101010 0.215962 0.051752 0.380173
+11.111111 0.312902 0.244236 0.381568
+12.121212 0.339610 0.339609 0.339610
+13.131313 0.339610 0.339609 0.339610
+14.141414 0.339610 0.339609 0.339610
+15.151515 0.339610 0.339609 0.339610
+16.161616 0.360907 0.338410 0.383405
+17.171717 0.370716 0.350723 0.390709
+18.181818 0.370716 0.350723 0.390709
+19.191919 0.378492 0.378491 0.378492
+20.202020 0.378492 0.378491 0.378492
+21.212121 0.378492 0.378491 0.378492
+22.222222 0.378492 0.378491 0.378492
+23.232323 0.378492 0.378491 0.378492
+24.242424 0.381542 0.373700 0.389385
+25.252525 0.389619 0.382991 0.396248
+26.262626 0.398806 0.373584 0.424028
+27.272727 0.393809 0.370720 0.416897
+28.282828 0.382027 0.363650 0.400404
+29.292929 0.382027 0.363650 0.400404
+30.303030 0.382027 0.363650 0.400404
+31.313131 0.382027 0.363650 0.400404
+32.323232 0.382027 0.363650 0.400404
+33.333333 0.385048 0.366949 0.403147
+34.343434 0.381991 0.363591 0.400391
+35.353535 0.381991 0.363591 0.400391
+36.363636 0.381991 0.363591 0.400391
+37.373737 0.382417 0.364262 0.400573
+38.383838 0.382417 0.364262 0.400573
+39.393939 0.382417 0.364262 0.400573
+40.404040 0.382417 0.364262 0.400573
+41.414141 0.387943 0.371070 0.404817
+42.424242 0.384962 0.366899 0.403024
+43.434343 0.384962 0.366899 0.403024
+44.444444 0.384962 0.366899 0.403024
+45.454545 0.384962 0.366899 0.403024
+46.464646 0.377832 0.370235 0.385428
+47.474747 0.374858 0.374743 0.374974
+48.484848 0.376368 0.372534 0.380202
+49.494949 0.382848 0.374122 0.391573
+50.505051 0.380872 0.371380 0.390364
+51.515152 0.380872 0.371380 0.390364
+52.525253 0.380872 0.371380 0.390364
+53.535354 0.380872 0.371380 0.390364
+54.545455 0.377896 0.370297 0.385495
+55.555556 0.377896 0.370297 0.385495
+56.565657 0.377883 0.370318 0.385448
+57.575758 0.374908 0.374678 0.375138
+58.585859 0.377936 0.370110 0.385762
+59.595960 0.374873 0.374640 0.375105
+60.606061 0.374784 0.374776 0.374792
+61.616162 0.374784 0.374776 0.374792
+62.626263 0.374784 0.374776 0.374792
+63.636364 0.374784 0.374776 0.374792
+64.646465 0.377753 0.370126 0.385380
+65.656566 0.375794 0.373193 0.378395
+66.666667 0.381880 0.370465 0.393295
+67.676768 0.374781 0.374776 0.374786
+68.686869 0.374781 0.374776 0.374786
+69.696970 0.374781 0.374776 0.374786
+70.707071 0.374781 0.374776 0.374786
+71.717172 0.374781 0.374776 0.374786
+72.727273 0.377749 0.370122 0.385377
+73.737374 0.382257 0.375930 0.388583
+74.747475 0.384422 0.376804 0.392040
+75.757576 0.374779 0.374775 0.374782
+76.767677 0.374779 0.374775 0.374782
+77.777778 0.374779 0.374775 0.374782
+78.787879 0.374779 0.374775 0.374782
+79.797980 0.377744 0.370124 0.385365
+80.808081 0.377744 0.370124 0.385365
+81.818182 0.386471 0.378941 0.394000
+82.828283 0.383081 0.367324 0.398838
+83.838384 0.374773 0.374772 0.374774
+84.848485 0.374773 0.374772 0.374774
+85.858586 0.374773 0.374772 0.374774
+86.868687 0.374773 0.374772 0.374774
+87.878788 0.377742 0.370108 0.385377
+88.888889 0.374881 0.374597 0.375166
+89.898990 0.386653 0.379011 0.394295
+90.909091 0.375071 0.374300 0.375841
+91.919192 0.374771 0.374766 0.374776
+92.929293 0.374771 0.374766 0.374776
+93.939394 0.374771 0.374766 0.374776
+94.949495 0.375483 0.373652 0.377314
+95.959596 0.390098 0.388572 0.391624
+96.969697 0.377735 0.370097 0.385372
+97.979798 0.325245 0.242553 0.407937
+98.989899 0.034213 0.000000 0.105790
+100.000000 0.006373 0.006372 0.006373
diff --git a/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..7ee7354
--- /dev/null
+++ b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/kcore/XS/cit-Patents/max_mem_30G_workers_16/disk.png'
+set title "kcore / cit-Patents (XS) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/kcore/XS/cit-Patents/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/disk.png b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..5d1b075
Binary files /dev/null and b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/rss.dat b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..4931fb6
--- /dev/null
+++ b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.002277 0.001276 0.003278
+1.010101 0.527838 0.519831 0.535846
+2.020202 0.955719 0.931030 0.980408
+3.030303 1.587744 1.571997 1.603491
+4.040404 1.805877 1.772980 1.838775
+5.050505 2.710225 2.678763 2.741688
+6.060606 2.755865 2.701785 2.809944
+7.070707 2.785046 2.718608 2.851485
+8.080808 2.803299 2.742509 2.864090
+9.090909 2.869174 2.819996 2.918352
+10.101010 2.902388 2.866448 2.938327
+11.111111 2.956206 2.854360 3.058052
+12.121212 3.013355 2.920387 3.106323
+13.131313 3.137209 2.926326 3.348092
+14.141414 3.232929 3.076164 3.389694
+15.151515 3.301066 3.182020 3.420112
+16.161616 3.309705 3.191895 3.427515
+17.171717 3.332572 3.221368 3.443777
+18.181818 3.334914 3.224738 3.445091
+19.191919 3.335586 3.225325 3.445847
+20.202020 3.337927 3.222119 3.453734
+21.212121 3.360608 3.257738 3.463478
+22.222222 3.433035 3.346077 3.519993
+23.232323 3.550878 3.462790 3.638966
+24.242424 3.597819 3.462615 3.733023
+25.252525 3.609494 3.465378 3.753611
+26.262626 3.612456 3.470406 3.754505
+27.272727 3.617804 3.481171 3.754437
+28.282828 3.618952 3.482937 3.754967
+29.292929 3.618999 3.483002 3.754995
+30.303030 3.619638 3.484494 3.754782
+31.313131 3.619690 3.484569 3.754810
+32.323232 3.620454 3.485624 3.755284
+33.333333 3.621565 3.487210 3.755920
+34.343434 3.622502 3.488647 3.756357
+35.353535 3.623882 3.491875 3.755889
+36.363636 3.625391 3.494154 3.756628
+37.373737 3.626309 3.496286 3.756332
+38.383838 3.626309 3.496286 3.756332
+39.393939 3.626627 3.496697 3.756557
+40.404040 3.627222 3.497510 3.756933
+41.414141 3.627407 3.497826 3.756988
+42.424242 3.627461 3.497898 3.757024
+43.434343 3.628251 3.499088 3.757414
+44.444444 3.628251 3.499088 3.757414
+45.454545 3.628251 3.499088 3.757414
+46.464646 3.629879 3.499854 3.759903
+47.474747 3.629975 3.500034 3.759915
+48.484848 3.630611 3.500896 3.760325
+49.494949 3.631160 3.501463 3.760856
+50.505051 3.631178 3.501487 3.760868
+51.515152 3.631178 3.501487 3.760868
+52.525253 3.631178 3.501487 3.760868
+53.535354 3.631602 3.500875 3.762328
+54.545455 3.632480 3.499994 3.764966
+55.555556 3.632890 3.499551 3.766228
+56.565657 3.633136 3.499900 3.766372
+57.575758 3.634829 3.497548 3.772111
+58.585859 3.635288 3.496882 3.773693
+59.595960 3.635366 3.496768 3.773964
+60.606061 3.636839 3.500148 3.773531
+61.616162 3.636901 3.500115 3.773687
+62.626263 3.638387 3.502404 3.774370
+63.636364 3.638782 3.502892 3.774672
+64.646465 3.638951 3.503082 3.774820
+65.656566 3.641926 3.504317 3.779536
+66.666667 3.642082 3.504340 3.779825
+67.676768 3.642110 3.504349 3.779870
+68.686869 3.642121 3.504365 3.779877
+69.696970 3.642124 3.504369 3.779879
+70.707071 3.642127 3.504374 3.779881
+71.717172 3.642393 3.504748 3.780037
+72.727273 3.642561 3.505005 3.780116
+73.737374 3.645483 3.508138 3.782828
+74.747475 3.645546 3.508170 3.782923
+75.757576 3.645609 3.508234 3.782984
+76.767677 3.645657 3.508291 3.783023
+77.777778 3.645726 3.508369 3.783083
+78.787879 3.645750 3.508404 3.783095
+79.797980 3.645949 3.508450 3.783449
+80.808081 3.647314 3.509899 3.784729
+81.818182 3.648552 3.511207 3.785897
+82.828283 3.648624 3.511243 3.786006
+83.838384 3.648948 3.511717 3.786179
+84.848485 3.650845 3.514421 3.787270
+85.858586 3.650845 3.514421 3.787270
+86.868687 3.651585 3.515431 3.787738
+87.878788 3.651724 3.515645 3.787804
+88.888889 3.652930 3.516900 3.788961
+89.898990 3.653239 3.517214 3.789264
+90.909091 3.653344 3.517373 3.789315
+91.919192 3.653346 3.517375 3.789317
+92.929293 3.653347 3.517376 3.789317
+93.939394 3.653354 3.517385 3.789323
+94.949495 3.661553 3.521950 3.801155
+95.959596 3.670268 3.526556 3.813981
+96.969697 3.671831 3.527893 3.815769
+97.979798 3.493933 3.002755 3.985112
+98.989899 0.274473 0.000000 0.980142
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..3cdfb54
--- /dev/null
+++ b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/kcore/XS/cit-Patents/max_mem_30G_workers_16/rss.png'
+set title "kcore / cit-Patents (XS) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/kcore/XS/cit-Patents/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/rss.png b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..9197214
Binary files /dev/null and b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..9586fa1
--- /dev/null
+++ b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+11.8291701 0.00378743222
+11.8298396 0.00550757037
+11.8305091 0.00793739392
+11.8311785 0.0113370094
+11.831848 0.0160480317
+11.8325175 0.0225137446
+11.833187 0.0313023101
+11.8338564 0.0431328086
+11.8345259 0.0589035922
+11.8351954 0.0797220609
+11.8358649 0.106934526
+11.8365344 0.142154323
+11.8372038 0.187285817
+11.8378733 0.244541404
+11.8385428 0.316448183
+11.8392123 0.405840613
+11.8398817 0.515835347
+11.8405512 0.649784557
+11.8412207 0.811204528
+11.8418902 1.00367716
+11.8425596 1.23072326
+11.8432291 1.49564826
+11.8438986 1.80136296
+11.8445681 2.15018425
+11.8452375 2.54362346
+11.845907 2.9821718
+11.8465765 3.46509535
+11.847246 3.99025284
+11.8479154 4.5539508
+11.8485849 5.15085053
+11.8492544 5.77393983
+11.8499239 6.41458043
+11.8505933 7.06263804
+11.8512628 7.70669794
+11.8519323 8.33436314
+11.8526018 8.93262692
+11.8532713 9.48830563
+11.8539407 9.98851276
+11.8546102 10.4211509
+11.8552797 10.7753959
+11.8559492 11.0421459
+11.8566186 11.2144098
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diff --git a/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..964e9df
--- /dev/null
+++ b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/kcore/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png'
+set title "kcore / cit-Patents (XS) — max_mem_30G workers_16\nmedian=11.922s  mean=11.918s  std=0.041s  min=11.857s  max=11.972s  p90=11.953s  p95=11.962s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:34.289]
+set xrange [11.829170:11.999886]
+set grid y
+set key top right
+set arrow from 11.922367,0 to 11.922367,34.289 nohead lc rgb 'red' lw 2
+set label 'median 11.922s' at 11.922367,34.289 offset char 0,1 tc rgb 'red'
+set arrow from 11.952988,0 to 11.952988,34.289 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 11.953s' at 11.952988,34.289 offset char 0,1 tc rgb 'orange'
+set arrow from 11.962303,0 to 11.962303,34.289 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 11.962s' at 11.962303,34.289 offset char 0,1 tc rgb 'orange'
+set arrow from 11.857439,0 to 11.857439,1.05505 nohead lc rgb '#666666' lw 1
+set arrow from 11.925042,0 to 11.925042,1.05505 nohead lc rgb '#666666' lw 1
+set arrow from 11.912716,0 to 11.912716,1.05505 nohead lc rgb '#666666' lw 1
+set arrow from 11.922367,0 to 11.922367,1.05505 nohead lc rgb '#666666' lw 1
+set arrow from 11.971618,0 to 11.971618,1.05505 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/kcore/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/kcore/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..4d10e23
Binary files /dev/null and b/benches/results/kcore/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/benchmark.json b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..4268e7c
--- /dev/null
+++ b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5667 @@
+{
+  "algorithm": "mis",
+  "dataset": "graph500-25",
+  "size_class": "L",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/mis_graph500-25",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": []
+  },
+  "graph": {
+    "vertices": 17000000,
+    "edges": 523000000,
+    "nodes_str": "17M",
+    "edges_str": "523M"
+  },
+  "warmup": {
+    "wall_time_s": 239.57544186600717,
+    "sampling_interval_s": 0.7985848062200239
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
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+      "wall_time_s": 242.20541730499826,
+      "peak_rss_kb": 13824136,
+      "peak_disk_bytes": 31215804416.0,
+      "returncode": 0,
+      "n_samples": 304
+    },
+    {
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+      "wall_time_s": 236.97685216300306,
+      "peak_rss_kb": 12268492,
+      "peak_disk_bytes": 30902682624.0,
+      "returncode": 0,
+      "n_samples": 296
+    },
+    {
+      "index": 2,
+      "wall_time_s": 244.65369125799043,
+      "peak_rss_kb": 13622904,
+      "peak_disk_bytes": 31331855360.0,
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+      "peak_disk_bytes": 30762968064.0,
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+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
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+  }
+}
\ No newline at end of file
diff --git a/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/disk.dat b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..b9df2ca
--- /dev/null
+++ b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.080264 0.000000 0.164509
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+20.202020 16.005059 16.005059 16.005060
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+26.262626 22.082665 20.196700 23.968630
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+29.292929 24.269898 21.960290 26.579506
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+31.313131 24.843645 22.136758 27.550532
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+34.343434 27.163854 24.975828 29.351880
+35.353535 21.720096 14.527480 28.912712
+36.363636 18.195491 12.421547 23.969435
+37.373737 15.173455 14.787474 15.559435
+38.383838 15.066307 14.814458 15.318156
+39.393939 15.347169 14.771880 15.922458
+40.404040 14.594366 13.117968 16.070764
+41.414141 14.294596 12.913062 15.676131
+42.424242 13.615241 12.551947 14.678535
+43.434343 13.015931 12.505401 13.526461
+44.444444 12.073781 10.684170 13.463392
+45.454545 11.499704 10.025107 12.974300
+46.464646 10.442439 8.220385 12.664494
+47.474747 9.124678 6.869450 11.379907
+48.484848 9.315297 7.341213 11.289380
+49.494949 8.231891 8.063623 8.400158
+50.505051 8.218909 8.218901 8.218916
+51.515152 8.218909 8.218901 8.218916
+52.525253 8.218909 8.218901 8.218916
+53.535354 8.218909 8.218901 8.218916
+54.545455 8.218909 8.218901 8.218916
+55.555556 8.218909 8.218901 8.218916
+56.565657 8.276755 8.144431 8.409079
+57.575758 8.273805 8.140118 8.407492
+58.585859 8.273805 8.140118 8.407492
+59.595960 8.273805 8.140118 8.407492
+60.606061 8.273805 8.140118 8.407492
+61.616162 8.279998 8.148683 8.411313
+62.626263 8.278959 8.147378 8.410541
+63.636364 8.232425 8.217156 8.247693
+64.646465 8.222562 8.202798 8.242327
+65.656566 8.238333 8.209391 8.267274
+66.666667 8.235389 8.186660 8.284119
+67.676768 8.216262 8.175081 8.257444
+68.686869 8.203136 8.147046 8.259226
+69.696970 8.202995 8.147925 8.258065
+70.707071 8.163890 8.104894 8.222887
+71.717172 8.218694 8.057443 8.379944
+72.727273 8.176727 8.097510 8.255944
+73.737374 8.163882 8.097990 8.229773
+74.747475 8.152382 8.091203 8.213561
+75.757576 8.151754 8.089852 8.213656
+76.767677 8.151361 8.088989 8.213732
+77.777778 8.151451 8.089188 8.213713
+78.787879 8.151237 8.088716 8.213759
+79.797980 8.151249 8.088743 8.213756
+80.808081 8.151183 8.088595 8.213771
+81.818182 8.151129 8.088475 8.213783
+82.828283 8.151126 8.088469 8.213783
+83.838384 8.151114 8.088442 8.213786
+84.848485 8.151101 8.088412 8.213789
+85.858586 8.151098 8.088407 8.213790
+86.868687 8.151097 8.088403 8.213790
+87.878788 8.151093 8.088395 8.213791
+88.888889 8.151092 8.088393 8.213791
+89.898990 8.151092 8.088393 8.213791
+90.909091 8.151091 8.088391 8.213792
+91.919192 8.151091 8.088390 8.213792
+92.929293 8.143288 8.088874 8.197702
+93.939394 8.134851 8.092737 8.176966
+94.949495 8.124667 8.094861 8.154473
+95.959596 8.104445 8.104290 8.104600
+96.969697 8.104347 8.104327 8.104366
+97.979798 8.104348 8.104328 8.104367
+98.989899 8.104347 8.104328 8.104367
+100.000000 0.014994 0.014994 0.014995
diff --git a/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/disk.gnuplot b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..9dc0055
--- /dev/null
+++ b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/mis/L/graph500-25/max_mem_30G_workers_16/disk.png'
+set title "mis / graph500-25 (L) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/mis/L/graph500-25/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/disk.png b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..20a33e8
Binary files /dev/null and b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/rss.dat b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..927c10b
--- /dev/null
+++ b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 2.377230 0.000000 4.867271
+1.010101 9.517802 8.455570 10.580034
+2.020202 10.869388 10.285103 11.453674
+3.030303 11.677389 10.797909 12.556869
+4.040404 12.009479 11.248187 12.770771
+5.050505 12.269157 11.669113 12.869200
+6.060606 12.408265 11.856644 12.959886
+7.070707 12.550676 11.915862 13.185491
+8.080808 12.562399 11.916132 13.208666
+9.090909 12.569592 11.915921 13.223262
+10.101010 12.596384 11.913888 13.278881
+11.111111 12.597151 11.913807 13.280495
+12.121212 12.622154 11.908966 13.335341
+13.131313 12.625947 11.907845 13.344050
+14.141414 12.697158 11.953535 13.440781
+15.151515 12.820188 12.030039 13.610337
+16.161616 12.549656 11.926743 13.172569
+17.171717 12.454552 11.675479 13.233624
+18.181818 10.867049 10.617944 11.116154
+19.191919 11.100088 10.847327 11.352850
+20.202020 11.299236 11.269101 11.329370
+21.212121 10.171730 8.885284 11.458176
+22.222222 9.381696 8.810205 9.953187
+23.232323 8.832886 8.389348 9.276425
+24.242424 8.866734 8.378618 9.354850
+25.252525 8.902235 8.421954 9.382516
+26.262626 9.050913 8.702116 9.399710
+27.272727 9.201435 8.828675 9.574196
+28.282828 9.261356 9.063073 9.459639
+29.292929 9.258373 9.069492 9.447254
+30.303030 9.390555 9.165630 9.615480
+31.313131 9.509131 9.212642 9.805620
+32.323232 9.682890 9.344952 10.020828
+33.333333 9.732180 9.400416 10.063944
+34.343434 9.687773 9.356152 10.019393
+35.353535 9.646693 9.328770 9.964615
+36.363636 9.775095 9.577668 9.972522
+37.373737 9.782604 9.594546 9.970661
+38.383838 9.784756 9.597038 9.972474
+39.393939 9.788031 9.598952 9.977110
+40.404040 9.790939 9.603521 9.978357
+41.414141 9.791992 9.604787 9.979196
+42.424242 9.681817 9.385523 9.978110
+43.434343 9.010449 8.724286 9.296611
+44.444444 8.818246 8.606967 9.029525
+45.454545 8.342679 7.993118 8.692239
+46.464646 7.670722 7.416613 7.924832
+47.474747 7.492662 7.240498 7.744826
+48.484848 7.428174 7.242465 7.613882
+49.494949 7.471003 7.324088 7.617918
+50.505051 7.862791 7.715191 8.010391
+51.515152 8.042816 7.955719 8.129913
+52.525253 8.057507 7.969655 8.145359
+53.535354 8.330863 8.054274 8.607451
+54.545455 8.457516 8.332662 8.582369
+55.555556 8.472201 8.345549 8.598853
+56.565657 8.494653 8.381381 8.607925
+57.575758 8.479029 8.346646 8.611413
+58.585859 8.486944 8.365520 8.608368
+59.595960 8.487521 8.366802 8.608241
+60.606061 8.488515 8.368974 8.608056
+61.616162 8.493554 8.369838 8.617270
+62.626263 8.495554 8.373928 8.617181
+63.636364 8.503689 8.379292 8.628087
+64.646465 8.517873 8.405068 8.630678
+65.656566 8.524913 8.415553 8.634273
+66.666667 8.546545 8.419579 8.673512
+67.676768 8.566252 8.435350 8.697154
+68.686869 8.630299 8.504033 8.756566
+69.696970 8.641282 8.526188 8.756376
+70.707071 8.683760 8.551366 8.816154
+71.717172 8.697045 8.551713 8.842377
+72.727273 8.699553 8.557772 8.841333
+73.737374 8.703936 8.571189 8.836683
+74.747475 8.709534 8.568280 8.850787
+75.757576 8.709577 8.568319 8.850835
+76.767677 8.709598 8.568338 8.850859
+77.777778 8.709635 8.568370 8.850900
+78.787879 8.709666 8.568397 8.850935
+79.797980 8.709708 8.568434 8.850983
+80.808081 8.709758 8.568478 8.851038
+81.818182 8.709773 8.568491 8.851055
+82.828283 8.709802 8.568516 8.851088
+83.838384 8.709865 8.568571 8.851159
+84.848485 8.709889 8.568591 8.851186
+85.858586 8.709914 8.568614 8.851215
+86.868687 8.709930 8.568627 8.851232
+87.878788 8.710002 8.568690 8.851315
+88.888889 8.710030 8.568714 8.851346
+89.898990 8.710040 8.568722 8.851357
+90.909091 8.710046 8.568727 8.851364
+91.919192 8.711328 8.572505 8.850152
+92.929293 8.726418 8.576656 8.876181
+93.939394 8.742815 8.574598 8.911032
+94.949495 8.772467 8.635174 8.909759
+95.959596 8.792628 8.651216 8.934040
+96.969697 8.793424 8.651715 8.935132
+97.979798 8.793483 8.651799 8.935168
+98.989899 8.793553 8.651904 8.935202
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/rss.gnuplot b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..064653f
--- /dev/null
+++ b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/mis/L/graph500-25/max_mem_30G_workers_16/rss.png'
+set title "mis / graph500-25 (L) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/mis/L/graph500-25/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/rss.png b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..54e2525
Binary files /dev/null and b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/wall_time.dat b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..244fc43
--- /dev/null
+++ b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+220.023898 7.84589896e-06
+220.175167 9.33191999e-06
+220.326435 1.10788511e-05
+220.477704 1.3128477e-05
+220.628972 1.55285311e-05
+220.780241 1.83334133e-05
+220.931509 2.16049738e-05
+221.082778 2.54133648e-05
+221.234046 2.98379641e-05
+221.385315 3.49683696e-05
+221.536583 4.09054691e-05
+221.687852 4.77625827e-05
+221.83912 5.56666792e-05
+221.990389 6.47596649e-05
+222.141658 7.51997401e-05
+222.292926 8.71628217e-05
+222.444195 0.000100844024
+222.595463 0.000116459192
+222.746732 0.000134246477
+222.898 0.000154467947
+223.049269 0.000177411208
+223.200537 0.000203391041
+223.351806 0.000232751016
+223.503074 0.000265865078
+223.654343 0.000303139073
+223.805611 0.000345012208
+223.95688 0.000391958388
+224.108149 0.000444487436
+224.259417 0.000503146144
+224.410686 0.000568519125
+224.561954 0.000641229446
+224.713223 0.000721938988
+224.864491 0.000811348519
+225.01576 0.000910197425
+225.167028 0.00101926308
+225.318297 0.00113935979
+225.469565 0.00127133736
+225.620834 0.0014160791
+225.772102 0.00157449941
+225.923371 0.00174754084
+226.074639 0.00193617051
+226.225908 0.00214137612
+226.377177 0.00236416125
+226.528445 0.00260554017
+226.679714 0.00286653199
+226.830982 0.00314815437
+226.982251 0.0034514165
+227.133519 0.00377731172
+227.284788 0.00412680954
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+229.402547 0.0119073553
+229.553816 0.0126833745
+229.705084 0.0134878922
+229.856353 0.0143201237
+230.007621 0.0151791226
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+230.763964 0.0198312119
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+235.150752 0.0466187455
+235.30202 0.047222051
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+235.755826 0.0488872524
+235.907094 0.0493999904
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+252.84917 0.0021743208
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+253.302976 0.0015543506
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diff --git a/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..11c0938
--- /dev/null
+++ b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/mis/L/graph500-25/max_mem_30G_workers_16/wall_time.png'
+set title "mis / graph500-25 (L) — max_mem_30G workers_16\nmedian=242.205s  mean=240.209s  std=4.537s  min=233.968s  max=244.654s  p90=244.090s  p95=244.372s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.0933154]
+set xrange [220.023898:258.597375]
+set grid y
+set key top right
+set arrow from 242.205417,0 to 242.205417,0.0933154 nohead lc rgb 'red' lw 2
+set label 'median 242.205s' at 242.205417,0.0933154 offset char 0,1 tc rgb 'red'
+set arrow from 244.089629,0 to 244.089629,0.0933154 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 244.090s' at 244.089629,0.0933154 offset char 0,1 tc rgb 'orange'
+set arrow from 244.371660,0 to 244.371660,0.0933154 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 244.372s' at 244.371660,0.0933154 offset char 0,1 tc rgb 'orange'
+set arrow from 242.205417,0 to 242.205417,0.00287124 nohead lc rgb '#666666' lw 1
+set arrow from 236.976852,0 to 236.976852,0.00287124 nohead lc rgb '#666666' lw 1
+set arrow from 244.653691,0 to 244.653691,0.00287124 nohead lc rgb '#666666' lw 1
+set arrow from 243.243537,0 to 243.243537,0.00287124 nohead lc rgb '#666666' lw 1
+set arrow from 233.967581,0 to 233.967581,0.00287124 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/mis/L/graph500-25/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/mis/L/graph500-25/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/wall_time.png b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..47d46d5
Binary files /dev/null and b/benches/results/mis/L/graph500-25/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/benchmark.json b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..f3e5959
--- /dev/null
+++ b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5559 @@
+{
+  "algorithm": "mis",
+  "dataset": "graph500-24",
+  "size_class": "M",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/mis_graph500-24",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": []
+  },
+  "graph": {
+    "vertices": 8000000,
+    "edges": 260000000,
+    "nodes_str": "8M",
+    "edges_str": "260M"
+  },
+  "warmup": {
+    "wall_time_s": 114.3643936419976,
+    "sampling_interval_s": 0.38121464547332534
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
+      "index": 0,
+      "wall_time_s": 113.43391314298788,
+      "peak_rss_kb": 14275036,
+      "peak_disk_bytes": 13259683840.0,
+      "returncode": 0,
+      "n_samples": 297
+    },
+    {
+      "index": 1,
+      "wall_time_s": 108.84328117300174,
+      "peak_rss_kb": 14789500,
+      "peak_disk_bytes": 13697802240.0,
+      "returncode": 0,
+      "n_samples": 284
+    },
+    {
+      "index": 2,
+      "wall_time_s": 113.88235356699442,
+      "peak_rss_kb": 13511908,
+      "peak_disk_bytes": 13474308096.0,
+      "returncode": 0,
+      "n_samples": 295
+    },
+    {
+      "index": 3,
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+      "peak_rss_kb": 13466464,
+      "peak_disk_bytes": 13180684288.0,
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+      "n_samples": 289
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+    {
+      "index": 4,
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+      "peak_rss_kb": 14158652,
+      "peak_disk_bytes": 13592033280.0,
+      "returncode": 0,
+      "n_samples": 299
+    }
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+  "stats": {
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+      "std": 2.7327264757808756,
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+  ],
+  "environment": {
+    "timestamp": "2026-09-29T09:07:58.960829+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/disk.dat b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..8732ddf
--- /dev/null
+++ b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.056979 0.020356 0.093602
+1.010101 0.071223 0.071223 0.071223
+2.020202 0.071223 0.071223 0.071223
+3.030303 0.071223 0.071223 0.071223
+4.040404 0.783982 0.000000 1.906156
+5.050505 2.557624 0.766476 4.348773
+6.060606 4.144387 1.159022 7.129753
+7.070707 4.653759 1.080285 8.227233
+8.080808 5.066748 1.892725 8.240772
+9.090909 6.473575 4.339758 8.607392
+10.101010 7.098018 4.872174 9.323863
+11.111111 7.098018 4.872174 9.323863
+12.121212 7.098018 4.872174 9.323863
+13.131313 7.454295 6.144436 8.764153
+14.141414 7.454398 6.144804 8.763991
+15.151515 7.454398 6.144804 8.763991
+16.161616 7.454398 6.144804 8.763991
+17.171717 7.805151 7.397343 8.212958
+18.181818 7.810777 7.417435 8.204119
+19.191919 7.961442 7.955460 7.967424
+20.202020 7.963769 7.963769 7.963769
+21.212121 7.963769 7.963769 7.963769
+22.222222 7.963769 7.963769 7.963769
+23.232323 7.963769 7.963769 7.963769
+24.242424 7.963769 7.963769 7.963769
+25.252525 7.963769 7.963769 7.963769
+26.262626 8.129486 7.703427 8.555545
+27.272727 8.488733 7.139051 9.838414
+28.282828 9.442538 7.761996 11.123080
+29.292929 11.197694 10.713395 11.681994
+30.303030 11.580648 11.224752 11.936543
+31.313131 11.890991 11.578911 12.203071
+32.323232 11.059252 8.908553 13.209951
+33.333333 10.577889 6.989911 14.165868
+34.343434 10.612986 7.115081 14.110891
+35.353535 10.836594 7.912332 13.760856
+36.363636 10.994257 8.474121 13.514392
+37.373737 11.082083 8.786878 13.377288
+38.383838 11.230083 9.052644 13.407523
+39.393939 10.330644 7.264279 13.397008
+40.404040 8.495513 5.751942 11.239084
+41.414141 5.942846 4.007921 7.877771
+42.424242 5.739557 4.598890 6.880225
+43.434343 4.969078 3.897190 6.040965
+44.444444 4.793597 3.634488 5.952707
+45.454545 4.722438 3.485665 5.959210
+46.464646 4.774522 3.596878 5.952166
+47.474747 4.774522 3.596878 5.952166
+48.484848 4.774522 3.596878 5.952166
+49.494949 4.774522 3.596878 5.952166
+50.505051 4.774522 3.596878 5.952166
+51.515152 4.789450 3.626461 5.952439
+52.525253 4.804261 3.655206 5.953315
+53.535354 4.778951 3.605798 5.952105
+54.545455 4.964868 3.451538 6.478198
+55.555556 5.031183 3.305155 6.757210
+56.565657 5.091866 3.218102 6.965630
+57.575758 5.167902 3.112365 7.223439
+58.585859 5.422288 3.120316 7.724261
+59.595960 5.326836 3.328984 7.324688
+60.606061 4.980500 3.470433 6.490567
+61.616162 4.750008 3.336386 6.163631
+62.626263 4.732166 3.086752 6.377580
+63.636364 4.294423 3.532617 5.056230
+64.646465 4.114261 3.916263 4.312260
+65.656566 4.042113 4.026794 4.057433
+66.666667 4.039343 4.021929 4.056757
+67.676768 4.029103 4.005840 4.052366
+68.686869 4.030212 4.008469 4.051955
+69.696970 4.024672 3.995689 4.053656
+70.707071 4.021056 3.991114 4.050997
+71.717172 4.019041 3.986769 4.051313
+72.727273 4.034777 3.962132 4.107421
+73.737374 4.030201 3.971769 4.088634
+74.747475 4.019331 3.976048 4.062614
+75.757576 4.019396 3.976616 4.062176
+76.767677 4.017462 3.976241 4.058683
+77.777778 4.017279 3.975868 4.058691
+78.787879 4.017209 3.975725 4.058694
+79.797980 4.019418 3.973674 4.065161
+80.808081 4.017510 3.974961 4.060058
+81.818182 4.014217 3.975965 4.052469
+82.828283 4.016334 3.973633 4.059036
+83.838384 4.011226 3.978351 4.044102
+84.848485 4.012606 3.977240 4.047972
+85.858586 4.006166 3.979924 4.032407
+86.868687 4.009554 3.977366 4.041743
+87.878788 4.009273 3.975235 4.043311
+88.888889 3.998915 3.983959 4.013870
+89.898990 3.999886 3.981965 4.017808
+90.909091 3.994533 3.986995 4.002071
+91.919192 3.993864 3.986388 4.001340
+92.929293 3.992988 3.988098 3.997878
+93.939394 3.992022 3.988554 3.995490
+94.949495 3.991123 3.989722 3.992524
+95.959596 3.990325 3.990296 3.990355
+96.969697 3.990319 3.990293 3.990345
+97.979798 3.990317 3.990291 3.990344
+98.989899 3.990318 3.990290 3.990346
+100.000000 0.008161 0.008160 0.008162
diff --git a/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..32d5f3c
--- /dev/null
+++ b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/mis/M/graph500-24/max_mem_30G_workers_16/disk.png'
+set title "mis / graph500-24 (M) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/mis/M/graph500-24/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/disk.png b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..8827158
Binary files /dev/null and b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/rss.dat b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..f7152a5
--- /dev/null
+++ b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 1.939921 0.317683 3.562159
+1.010101 7.982985 5.060917 10.905054
+2.020202 9.743765 8.683858 10.803672
+3.030303 10.155928 10.053770 10.258086
+4.040404 10.250378 10.078126 10.422630
+5.050505 10.886255 10.540451 11.232058
+6.060606 11.537149 10.971641 12.102656
+7.070707 11.960421 11.166812 12.754031
+8.080808 12.154055 11.443379 12.864731
+9.090909 12.317972 11.698858 12.937085
+10.101010 12.350034 11.709772 12.990295
+11.111111 12.387310 11.705318 13.069302
+12.121212 12.415427 11.719124 13.111730
+13.131313 12.415393 11.719118 13.111668
+14.141414 12.416881 11.719371 13.114391
+15.151515 12.416869 11.719369 13.114369
+16.161616 12.459895 11.690433 13.229358
+17.171717 12.469871 11.693370 13.246372
+18.181818 12.472989 11.694128 13.251851
+19.191919 12.473202 11.694177 13.252227
+20.202020 12.476350 11.694861 13.257839
+21.212121 12.476350 11.694861 13.257839
+22.222222 12.492663 11.697207 13.288119
+23.232323 12.537676 11.694011 13.381341
+24.242424 12.581475 11.679049 13.483900
+25.252525 12.592807 11.673542 13.512072
+26.262626 12.758861 11.706619 13.811103
+27.272727 12.566306 11.438703 13.693909
+28.282828 12.477757 11.701184 13.254330
+29.292929 11.273773 10.636358 11.911189
+30.303030 10.866515 10.431276 11.301755
+31.313131 10.669138 10.323839 11.014437
+32.323232 10.648089 10.247201 11.048978
+33.333333 10.602905 10.233222 10.972587
+34.343434 10.604589 10.234753 10.974424
+35.353535 10.604592 10.234756 10.974427
+36.363636 10.604592 10.234756 10.974427
+37.373737 10.605255 10.235345 10.975165
+38.383838 10.569567 10.186112 10.953023
+39.393939 10.454163 10.119823 10.788502
+40.404040 10.327923 10.008712 10.647134
+41.414141 10.110135 9.722998 10.497272
+42.424242 9.905990 9.007021 10.804960
+43.434343 9.915044 9.026621 10.803466
+44.444444 9.921267 9.042524 10.800010
+45.454545 9.932063 9.050315 10.813811
+46.464646 9.977047 9.177027 10.777068
+47.474747 9.989083 9.211746 10.766420
+48.484848 10.044177 9.400954 10.687400
+49.494949 10.053534 9.432375 10.674694
+50.505051 10.056360 9.440709 10.672011
+51.515152 10.060936 9.449666 10.672205
+52.525253 10.067161 9.458840 10.675482
+53.535354 10.072059 9.463166 10.680951
+54.545455 10.078084 9.481471 10.674698
+55.555556 10.080499 9.489460 10.671538
+56.565657 10.083086 9.492736 10.673435
+57.575758 10.086101 9.500608 10.671594
+58.585859 10.126571 9.610668 10.642475
+59.595960 10.135483 9.619570 10.651396
+60.606061 10.139780 9.620288 10.659272
+61.616162 10.141877 9.623934 10.659821
+62.626263 10.144405 9.631313 10.657497
+63.636364 10.144411 9.631458 10.657364
+64.646465 10.153961 9.641046 10.666875
+65.656566 10.158870 9.645025 10.672716
+66.666667 10.169038 9.652062 10.686013
+67.676768 10.217079 9.658912 10.775245
+68.686869 10.218946 9.661343 10.776549
+69.696970 10.220396 9.663561 10.777231
+70.707071 10.220826 9.663934 10.777717
+71.717172 10.221451 9.665415 10.777487
+72.727273 10.224654 9.667975 10.781333
+73.737374 10.226280 9.668404 10.784157
+74.747475 10.229847 9.667655 10.792039
+75.757576 10.230383 9.668673 10.792093
+76.767677 10.233448 9.671312 10.795585
+77.777778 10.233553 9.671432 10.795674
+78.787879 10.233679 9.671619 10.795739
+79.797980 10.234353 9.672185 10.796521
+80.808081 10.234613 9.672446 10.796780
+81.818182 10.235495 9.672547 10.798443
+82.828283 10.236653 9.673203 10.800102
+83.838384 10.237196 9.673628 10.800764
+84.848485 10.237448 9.673944 10.800953
+85.858586 10.237844 9.673971 10.801716
+86.868687 10.238189 9.674297 10.802081
+87.878788 10.238271 9.674359 10.802184
+88.888889 10.238468 9.674450 10.802486
+89.898990 10.239144 9.674429 10.803858
+90.909091 10.239304 9.674496 10.804112
+91.919192 10.239688 9.674534 10.804843
+92.929293 10.239465 9.674286 10.804644
+93.939394 10.239668 9.674323 10.805013
+94.949495 10.239802 9.674373 10.805232
+95.959596 10.239825 9.674587 10.805063
+96.969697 10.239902 9.674642 10.805162
+97.979798 10.239909 9.674663 10.805155
+98.989899 10.240042 9.674829 10.805255
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..b217efe
--- /dev/null
+++ b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/mis/M/graph500-24/max_mem_30G_workers_16/rss.png'
+set title "mis / graph500-24 (M) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/mis/M/graph500-24/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/rss.png b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..46256bb
Binary files /dev/null and b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/wall_time.dat b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..385353e
--- /dev/null
+++ b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+104.354147 2.38499414e-05
+104.4184 2.99386381e-05
+104.482652 3.74587477e-05
+104.546905 4.67144201e-05
+104.611158 5.80664348e-05
+104.67541 7.19408983e-05
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+120.353064 8.88434789e-05
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+120.674328 2.99394813e-05
+120.73858 2.38505361e-05
diff --git a/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..b6879f4
--- /dev/null
+++ b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/mis/M/graph500-24/max_mem_30G_workers_16/wall_time.png'
+set title "mis / graph500-24 (M) — max_mem_30G workers_16\nmedian=113.434s  mean=112.867s  std=2.733s  min=108.843s  max=116.249s  p90=115.303s  p95=115.776s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.219339]
+set xrange [104.354147:120.738580]
+set grid y
+set key top right
+set arrow from 113.433913,0 to 113.433913,0.219339 nohead lc rgb 'red' lw 2
+set label 'median 113.434s' at 113.433913,0.219339 offset char 0,1 tc rgb 'red'
+set arrow from 115.302609,0 to 115.302609,0.219339 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 115.303s' at 115.302609,0.219339 offset char 0,1 tc rgb 'orange'
+set arrow from 115.776028,0 to 115.776028,0.219339 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 115.776s' at 115.776028,0.219339 offset char 0,1 tc rgb 'orange'
+set arrow from 113.433913,0 to 113.433913,0.00674889 nohead lc rgb '#666666' lw 1
+set arrow from 108.843281,0 to 108.843281,0.00674889 nohead lc rgb '#666666' lw 1
+set arrow from 113.882354,0 to 113.882354,0.00674889 nohead lc rgb '#666666' lw 1
+set arrow from 111.924882,0 to 111.924882,0.00674889 nohead lc rgb '#666666' lw 1
+set arrow from 116.249446,0 to 116.249446,0.00674889 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/mis/M/graph500-24/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/mis/M/graph500-24/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/wall_time.png b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..402d380
Binary files /dev/null and b/benches/results/mis/M/graph500-24/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/benchmark.json b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..78ebd95
--- /dev/null
+++ b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,8760 @@
+{
+  "algorithm": "mis",
+  "dataset": "graph500-26",
+  "size_class": "XL",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/mis_graph500-26",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": []
+  },
+  "graph": {
+    "vertices": 32000000,
+    "edges": 1000000000,
+    "nodes_str": "32M",
+    "edges_str": "1B"
+  },
+  "warmup": {
+    "wall_time_s": 494.42277322898735,
+    "sampling_interval_s": 1.0
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
+      "index": 0,
+      "wall_time_s": 493.06185930399806,
+      "peak_rss_kb": 14185492,
+      "peak_disk_bytes": 65115595776.0,
+      "returncode": 0,
+      "n_samples": 493
+    },
+    {
+      "index": 1,
+      "wall_time_s": 506.15692314799526,
+      "peak_rss_kb": 13197576,
+      "peak_disk_bytes": 65108491264.0,
+      "returncode": 0,
+      "n_samples": 505
+    },
+    {
+      "index": 2,
+      "wall_time_s": 529.5846247559966,
+      "peak_rss_kb": 13797452,
+      "peak_disk_bytes": 65096209408.0,
+      "returncode": 0,
+      "n_samples": 527
+    },
+    {
+      "index": 3,
+      "wall_time_s": 497.0903550399962,
+      "peak_rss_kb": 14031316,
+      "peak_disk_bytes": 64701421568.0,
+      "returncode": 0,
+      "n_samples": 494
+    },
+    {
+      "index": 4,
+      "wall_time_s": 515.717605392012,
+      "peak_rss_kb": 14316748,
+      "peak_disk_bytes": 64716196864.0,
+      "returncode": 0,
+      "n_samples": 512
+    }
+  ],
+  "stats": {
+    "wall_time_s": {
+      "n": 5,
+      "median": 506.15692314799526,
+      "mean": 508.32227352799964,
+      "std": 14.752148069001937,
+      "min": 493.06185930399806,
+      "max": 529.5846247559966,
+      "p90": 524.0378170104028,
+      "p95": 526.8112208831997
+    },
+    "peak_rss_kb": {
+      "n": 5,
+      "median": 14031316.0,
+      "mean": 13905716.8,
+      "std": 440505.5699116641,
+      "min": 13197576,
+      "max": 14316748,
+      "p90": 14264245.6,
+      "p95": 14290496.799999999
+    },
+    "peak_disk_bytes": {
+      "n": 5,
+      "median": 65096209408.0,
+      "mean": 64947582976.0,
+      "std": 218142479.82396767,
+      "min": 64701421568.0,
+      "max": 65115595776.0,
+      "p90": 65112753971.2,
+      "p95": 65114174873.6
+    },
+    "medges_per_sec": 1.9756718801366862
+  },
+  "series": {
+    "alignment": "dtw",
+    "ref_run": 1,
+    "band_frac": 0.25,
+    "grid_size": 100,
+    "rss_bands_gib": [
+      [
+        0.003411865234375,
+        0.00045135036474749316,
+        0.006372380104002507
+      ],
+      [
+        4.279105787622011,
+        -2.454974119902026,
+        11.013185695146047
+      ],
+      [
+        4.420353511754979,
+        -2.5426298182182903,
+        11.383336841728248
+      ],
+      [
+        7.036605786741177,
+        -0.35452977983980816,
+        14.427741353322162
+      ],
+      [
+        11.677863538981882,
+        10.38528825876635,
+        12.970438819197414
+      ],
+      [
+        12.434441412095957,
+        11.391136045542199,
+        13.477746778649715
+      ],
+      [
+        11.213679528737377,
+        10.389994333017329,
+        12.037364724457424
+      ],
+      [
+        11.330887902708621,
+        10.564135181371201,
+        12.097640624046042
+      ],
+      [
+        11.356993790844745,
+        10.71580942847201,
+        11.99817815321748
+      ],
+      [
+        11.05476326914174,
+        10.294354018062478,
+        11.815172520221001
+      ],
+      [
+        10.883738625435317,
+        9.949826975099866,
+        11.817650275770768
+      ],
+      [
+        10.962634814672555,
+        10.174273847810275,
+        11.750995781534835
+      ],
+      [
+        11.046827101779897,
+        10.37665769826877,
+        11.716996505291023
+      ],
+      [
+        10.892617301078413,
+        10.58125502375659,
+        11.203979578400237
+      ],
+      [
+        10.8828613996137,
+        10.578183097042242,
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+      ],
+      [
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+      ],
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+      ],
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+        10.613821592289565,
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+      ],
+      [
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+      ],
+      [
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+        10.609144063385067,
+        11.587249379718926
+      ],
+      [
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+        11.375560029320916
+      ],
+      [
+        10.595697448738317,
+        9.918583492475717,
+        11.272811405000917
+      ],
+      [
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+        9.606135758739542,
+        11.475127321539835
+      ],
+      [
+        9.92780643033567,
+        9.354294429767823,
+        10.501318430903517
+      ],
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+      ]
+    }
+  ],
+  "environment": {
+    "timestamp": "2026-09-29T16:26:48.949041+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/disk.dat b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..86d050c
--- /dev/null
+++ b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.245558 0.000000 0.666622
+2.020202 0.877138 0.000000 2.653244
+3.030303 2.303723 0.000000 5.122634
+4.040404 4.199258 0.104047 8.294468
+5.050505 18.042734 6.705859 29.379610
+6.060606 29.978784 6.331200 53.626368
+7.070707 31.467433 7.415635 55.519232
+8.080808 32.872141 8.529252 57.215031
+9.090909 34.573946 10.339822 58.808070
+10.101010 35.868046 12.384650 59.351441
+11.111111 31.038035 11.786446 50.289625
+12.121212 25.708373 20.003674 31.413072
+13.131313 26.345556 21.585812 31.105300
+14.141414 27.516991 23.608563 31.425419
+15.151515 27.862545 24.201188 31.523903
+16.161616 28.207493 24.586309 31.828677
+17.171717 28.442496 24.725704 32.159288
+18.181818 28.748887 24.770735 32.727039
+19.191919 28.907757 24.741572 33.073942
+20.202020 28.936244 24.733033 33.139455
+21.212121 30.095768 25.489620 34.701917
+22.222222 30.832201 26.758691 34.905711
+23.232323 31.960790 26.684323 37.237257
+24.242424 32.929906 27.282995 38.576817
+25.252525 35.721135 29.240377 42.201894
+26.262626 38.256903 29.060827 47.452979
+27.272727 39.106529 29.121133 49.091924
+28.282828 40.933094 28.566902 53.299286
+29.292929 43.226371 28.117855 58.334887
+30.303030 43.611699 28.234962 58.988436
+31.313131 43.725524 28.253926 59.197121
+32.323232 44.881574 28.647297 61.115851
+33.333333 45.234812 28.633127 61.836496
+34.343434 45.279588 28.628372 61.930804
+35.353535 45.877827 28.505108 63.250546
+36.363636 42.512833 27.503799 57.521866
+37.373737 40.565928 24.135656 56.996200
+38.383838 41.910246 24.544767 59.275725
+39.393939 29.755205 27.939674 31.570737
+40.404040 28.382350 26.772488 29.992211
+41.414141 27.701245 26.385208 29.017282
+42.424242 26.376014 25.087288 27.664741
+43.434343 25.561918 24.601142 26.522693
+44.444444 24.190622 21.531119 26.850125
+45.454545 18.599457 16.447818 20.751096
+46.464646 17.959429 15.658459 20.260399
+47.474747 16.602537 16.023733 17.181341
+48.484848 16.701566 16.441119 16.962013
+49.494949 16.609845 16.595904 16.623786
+50.505051 16.572479 16.479108 16.665849
+51.515152 16.523733 16.400292 16.647174
+52.525253 16.513537 16.375845 16.651228
+53.535354 16.513106 16.374740 16.651473
+54.545455 16.512830 16.374029 16.651631
+55.555556 16.628167 16.287450 16.968883
+56.565657 16.537472 16.372241 16.702703
+57.575758 16.525888 16.373062 16.678713
+58.585859 16.525862 16.372996 16.678728
+59.595960 16.525870 16.373016 16.678723
+60.606061 16.535671 16.370883 16.700459
+61.616162 16.598371 16.284247 16.912495
+62.626263 16.567271 16.360182 16.774360
+63.636364 16.545229 16.349131 16.741326
+64.646465 16.509311 16.371461 16.647162
+65.656566 16.495355 16.362491 16.628220
+66.666667 16.471343 16.319307 16.623380
+67.676768 16.473680 16.315246 16.632113
+68.686869 16.465567 16.311515 16.619619
+69.696970 16.447112 16.301030 16.593195
+70.707071 16.448540 16.302797 16.594282
+71.717172 16.420941 16.329704 16.512178
+72.727273 16.418148 16.325702 16.510595
+73.737374 16.418724 16.326571 16.510876
+74.747475 16.417764 16.325108 16.510419
+75.757576 16.417004 16.323907 16.510101
+76.767677 16.416928 16.323785 16.510072
+77.777778 16.416839 16.323641 16.510037
+78.787879 16.416651 16.323334 16.509967
+79.797980 16.416547 16.323165 16.509929
+80.808081 16.416570 16.323203 16.509937
+81.818182 16.416524 16.323128 16.509921
+82.828283 16.416496 16.323081 16.509910
+83.838384 16.416487 16.323066 16.509907
+84.848485 16.416490 16.323072 16.509908
+85.858586 16.416484 16.323063 16.509906
+86.868687 16.416480 16.323056 16.509905
+87.878788 16.455297 16.262075 16.648519
+88.888889 16.406719 16.338390 16.475047
+89.898990 16.400933 16.347479 16.454386
+90.909091 16.404357 16.342097 16.466616
+91.919192 16.390633 16.363657 16.417610
+92.929293 16.393348 16.359394 16.427302
+93.939394 16.384575 16.373175 16.395976
+94.949495 16.381806 16.377524 16.386088
+95.959596 16.380147 16.380096 16.380199
+96.969697 16.380143 16.380093 16.380192
+97.979798 16.380142 16.380092 16.380192
+98.989899 13.109969 4.702351 21.517587
+100.000000 0.029273 0.029272 0.029273
diff --git a/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/disk.gnuplot b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..ac94b1c
--- /dev/null
+++ b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/mis/XL/graph500-26/max_mem_30G_workers_16/disk.png'
+set title "mis / graph500-26 (XL) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/mis/XL/graph500-26/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/disk.png b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..10c0240
Binary files /dev/null and b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/rss.dat b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..9e1b9cf
--- /dev/null
+++ b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.003412 0.000451 0.006372
+1.010101 4.279106 0.000000 11.013186
+2.020202 4.420354 0.000000 11.383337
+3.030303 7.036606 0.000000 14.427741
+4.040404 11.677864 10.385288 12.970439
+5.050505 12.434441 11.391136 13.477747
+6.060606 11.213680 10.389994 12.037365
+7.070707 11.330888 10.564135 12.097641
+8.080808 11.356994 10.715809 11.998178
+9.090909 11.054763 10.294354 11.815173
+10.101010 10.883739 9.949827 11.817650
+11.111111 10.962635 10.174274 11.750996
+12.121212 11.046827 10.376658 11.716997
+13.131313 10.892617 10.581255 11.203980
+14.141414 10.882861 10.578183 11.187540
+15.151515 10.922888 10.651505 11.194270
+16.161616 11.154543 10.539195 11.769891
+17.171717 11.255486 10.399050 12.111922
+18.181818 11.094099 10.613822 11.574377
+19.191919 10.803090 10.362383 11.243797
+20.202020 11.098197 10.609144 11.587249
+21.212121 10.737547 10.099535 11.375560
+22.222222 10.595697 9.918583 11.272811
+23.232323 10.540632 9.606136 11.475127
+24.242424 9.927806 9.354294 10.501318
+25.252525 10.058045 9.533037 10.583052
+26.262626 10.157086 9.780308 10.533864
+27.272727 10.153814 9.840611 10.467018
+28.282828 10.234762 9.869328 10.600196
+29.292929 10.270144 9.926914 10.613373
+30.303030 10.236966 9.922499 10.551434
+31.313131 10.228424 9.916691 10.540158
+32.323232 10.333425 9.939626 10.727224
+33.333333 10.326010 9.939320 10.712701
+34.343434 10.316367 9.937683 10.695050
+35.353535 10.336828 9.939503 10.734154
+36.363636 10.333491 9.939625 10.727357
+37.373737 10.324366 9.939507 10.709225
+38.383838 10.277290 9.915385 10.639195
+39.393939 9.665649 8.369042 10.962256
+40.404040 9.001503 7.406692 10.596313
+41.414141 8.765926 7.426950 10.104901
+42.424242 8.754085 7.428714 10.079456
+43.434343 7.918347 4.941044 10.895650
+44.444444 7.290245 3.678105 10.902384
+45.454545 7.614577 4.437584 10.791571
+46.464646 8.694321 7.329411 10.059231
+47.474747 8.711276 7.347625 10.074927
+48.484848 8.762726 7.472900 10.052552
+49.494949 9.236032 7.738168 10.733895
+50.505051 9.423728 8.123259 10.724196
+51.515152 9.496910 8.264111 10.729708
+52.525253 9.641634 8.210402 11.072865
+53.535354 10.102404 8.253762 11.951045
+54.545455 10.127421 8.253100 12.001742
+55.555556 10.143330 8.251698 12.034961
+56.565657 10.159886 8.251763 12.068009
+57.575758 10.224901 8.250267 12.199535
+58.585859 10.227141 8.250479 12.203804
+59.595960 10.229600 8.250337 12.208863
+60.606061 10.232267 8.250375 12.214160
+61.616162 10.234653 8.250584 12.218721
+62.626263 10.234579 8.250740 12.218418
+63.636364 10.236738 8.250726 12.222750
+64.646465 10.238286 8.250843 12.225729
+65.656566 10.238612 8.251233 12.225990
+66.666667 10.237918 8.251377 12.224459
+67.676768 10.244515 8.251041 12.237988
+68.686869 10.244696 8.251093 12.238298
+69.696970 10.247776 8.250862 12.244690
+70.707071 10.248080 8.250879 12.245281
+71.717172 10.249503 8.250653 12.248353
+72.727273 10.249544 8.250650 12.248438
+73.737374 10.249703 8.250638 12.248767
+74.747475 10.249836 8.250627 12.249044
+75.757576 10.249857 8.250626 12.249089
+76.767677 10.249690 8.250639 12.248740
+77.777778 10.249732 8.250635 12.248829
+78.787879 10.249824 8.250628 12.249020
+79.797980 10.249877 8.250624 12.249129
+80.808081 10.249885 8.250624 12.249147
+81.818182 10.249897 8.250623 12.249171
+82.828283 10.249911 8.250622 12.249201
+83.838384 10.249920 8.250621 12.249219
+84.848485 10.249924 8.250621 12.249227
+85.858586 10.249929 8.250620 12.249238
+86.868687 10.257964 8.249136 12.266791
+87.878788 10.258584 8.249016 12.268153
+88.888889 10.258578 8.249019 12.268138
+89.898990 10.261271 8.248481 12.274062
+90.909091 10.261436 8.248448 12.274424
+91.919192 10.261826 8.248368 12.275284
+92.929293 10.262097 8.248313 12.275882
+93.939394 10.261750 8.248385 12.275115
+94.949495 10.261824 8.248374 12.275274
+95.959596 10.262411 8.248253 12.276569
+96.969697 10.262528 8.248373 12.276683
+97.979798 10.262548 8.248403 12.276693
+98.989899 8.561390 2.811346 14.311434
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/rss.gnuplot b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..f1e4ceb
--- /dev/null
+++ b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/mis/XL/graph500-26/max_mem_30G_workers_16/rss.png'
+set title "mis / graph500-26 (XL) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/mis/XL/graph500-26/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/rss.png b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..2572f5f
Binary files /dev/null and b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..7ee977d
--- /dev/null
+++ b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+450.343378 3.03135972e-06
+450.821651 3.63353134e-06
+451.299924 4.34681001e-06
+451.778198 5.18994916e-06
+452.256471 6.18452911e-06
+452.734745 7.35532157e-06
+453.213018 8.7306906e-06
+453.691292 1.03430319e-05
+454.169565 1.22292522e-05
+454.647839 1.44312901e-05
+455.126112 1.69966801e-05
+455.604385 1.99791591e-05
+456.082659 2.34393176e-05
+456.560932 2.74452938e-05
+457.039206 3.20735098e-05
+457.517479 3.74094491e-05
+457.995753 4.35484714e-05
+458.474026 5.05966624e-05
+458.9523 5.8671713e-05
+459.430573 6.79038227e-05
+459.908847 7.84366196e-05
+460.38712 9.04280898e-05
+460.865393 0.000104051505
+461.343667 0.000119496338
+461.82194 0.000136969153
+462.300214 0.00015669446
+462.778487 0.000178915508
+463.256761 0.000203895018
+463.735034 0.00023191581
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diff --git a/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..cc643a2
--- /dev/null
+++ b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/mis/XL/graph500-26/max_mem_30G_workers_16/wall_time.png'
+set title "mis / graph500-26 (XL) — max_mem_30G workers_16\nmedian=506.157s  mean=508.322s  std=14.752s  min=493.062s  max=529.585s  p90=524.038s  p95=526.811s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.0291876]
+set xrange [450.343378:572.303106]
+set grid y
+set key top right
+set arrow from 506.156923,0 to 506.156923,0.0291876 nohead lc rgb 'red' lw 2
+set label 'median 506.157s' at 506.156923,0.0291876 offset char 0,1 tc rgb 'red'
+set arrow from 524.037817,0 to 524.037817,0.0291876 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 524.038s' at 524.037817,0.0291876 offset char 0,1 tc rgb 'orange'
+set arrow from 526.811221,0 to 526.811221,0.0291876 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 526.811s' at 526.811221,0.0291876 offset char 0,1 tc rgb 'orange'
+set arrow from 493.061859,0 to 493.061859,0.000898081 nohead lc rgb '#666666' lw 1
+set arrow from 506.156923,0 to 506.156923,0.000898081 nohead lc rgb '#666666' lw 1
+set arrow from 529.584625,0 to 529.584625,0.000898081 nohead lc rgb '#666666' lw 1
+set arrow from 497.090355,0 to 497.090355,0.000898081 nohead lc rgb '#666666' lw 1
+set arrow from 515.717605,0 to 515.717605,0.000898081 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/mis/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/mis/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/wall_time.png b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..9740c5e
Binary files /dev/null and b/benches/results/mis/XL/graph500-26/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/benchmark.json b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..986f54e
--- /dev/null
+++ b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,43707 @@
+{
+  "algorithm": "mis",
+  "dataset": "graph500-27",
+  "size_class": "XL",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/mis_graph500-27",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": []
+  },
+  "graph": {
+    "vertices": 63000000,
+    "edges": 2000000000,
+    "nodes_str": "63M",
+    "edges_str": "2B"
+  },
+  "warmup": {
+    "wall_time_s": 2556.9279245990037,
+    "sampling_interval_s": 1.0
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
+      "index": 0,
+      "wall_time_s": 3195.2150548360078,
+      "peak_rss_kb": 14482628,
+      "peak_disk_bytes": 131159857152.0,
+      "returncode": 0,
+      "n_samples": 3188
+    },
+    {
+      "index": 1,
+      "wall_time_s": 2877.456580800994,
+      "peak_rss_kb": 14778404,
+      "peak_disk_bytes": 133477619712.0,
+      "returncode": 0,
+      "n_samples": 2867
+    },
+    {
+      "index": 2,
+      "wall_time_s": 2790.287109878991,
+      "peak_rss_kb": 15237276,
+      "peak_disk_bytes": 134963973120.0,
+      "returncode": 0,
+      "n_samples": 2777
+    },
+    {
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+      "wall_time_s": 2593.0307982939994,
+      "peak_rss_kb": 13786324,
+      "peak_disk_bytes": 131135797248.0,
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+      "peak_rss_kb": 13965428,
+      "peak_disk_bytes": 134193557504.0,
+      "returncode": 0,
+      "n_samples": 2770
+    }
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+  "stats": {
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+    }
+  ],
+  "environment": {
+    "timestamp": "2026-09-30T21:19:27.155385+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/disk.dat b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..6e3e7ac
--- /dev/null
+++ b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 2.166413 0.000000 7.736263
+1.010101 8.111242 0.000000 23.307452
+2.020202 10.100738 0.000000 26.546879
+3.030303 18.991776 7.582857 30.400694
+4.040404 52.565167 38.181940 66.948394
+5.050505 87.256131 53.005247 121.507015
+6.060606 93.571082 67.094592 120.047573
+7.070707 99.271643 75.039420 123.503865
+8.080808 101.209671 81.478579 120.940762
+9.090909 103.134501 87.580500 118.688501
+10.101010 104.982120 92.877477 117.086763
+11.111111 106.819537 97.001141 116.637934
+12.121212 107.522560 90.321689 124.723432
+13.131313 83.093722 47.804805 118.382639
+14.141414 65.786356 28.454938 103.117773
+15.151515 58.571444 16.390727 100.752162
+16.161616 42.887811 30.382027 55.393595
+17.171717 39.668839 31.003934 48.333743
+18.181818 33.407388 33.288761 33.526015
+19.191919 33.453534 33.453514 33.453554
+20.202020 33.685767 33.208281 34.163253
+21.212121 33.554107 33.540941 33.567273
+22.222222 33.543514 33.510421 33.576607
+23.232323 33.532852 33.492208 33.573496
+24.242424 33.570582 33.546747 33.594417
+25.252525 33.658496 33.454619 33.862373
+26.262626 33.578810 33.323950 33.833670
+27.272727 33.423638 33.264577 33.582698
+28.282828 33.467744 33.310177 33.625312
+29.292929 33.303456 33.141776 33.465136
+30.303030 33.337902 33.160508 33.515295
+31.313131 33.298985 33.129277 33.468694
+32.323232 33.163494 33.078512 33.248476
+33.333333 33.178092 33.068545 33.287639
+34.343434 33.169145 33.049039 33.289252
+35.353535 33.163562 33.035921 33.291204
+36.363636 33.133550 33.019314 33.247786
+37.373737 33.136665 33.005813 33.267518
+38.383838 33.136665 33.005813 33.267518
+39.393939 33.137554 33.007768 33.267340
+40.404040 33.107845 33.000828 33.214862
+41.414141 33.107841 33.000820 33.214863
+42.424242 33.108408 33.002028 33.214787
+43.434343 33.107184 32.999399 33.214970
+44.444444 33.107501 33.000087 33.214916
+45.454545 33.076789 33.025761 33.127816
+46.464646 33.076050 33.023923 33.128176
+47.474747 33.076210 33.024325 33.128095
+48.484848 33.076210 33.024327 33.128094
+49.494949 33.075806 33.023307 33.128305
+50.505051 33.075888 33.023516 33.128261
+51.515152 33.075684 33.022995 33.128372
+52.525253 33.078996 33.022850 33.135142
+53.535354 33.079038 33.022958 33.135119
+54.545455 33.078934 33.022691 33.135176
+55.555556 33.066440 33.016278 33.116602
+56.565657 33.072386 33.021765 33.123006
+57.575758 33.067880 33.017985 33.117775
+58.585859 33.063004 33.011033 33.114974
+59.595960 33.063898 33.012534 33.115263
+60.606061 33.049113 33.011207 33.087020
+61.616162 33.054470 33.008593 33.100347
+62.626263 33.037016 33.022120 33.051911
+63.636364 33.035785 33.020456 33.051115
+64.646465 33.038479 33.019511 33.057446
+65.656566 33.030630 33.023546 33.037715
+66.666667 33.030785 33.023774 33.037796
+67.676768 33.032247 33.022897 33.041597
+68.686869 33.028407 33.024507 33.032308
+69.696970 33.028807 33.024646 33.032969
+70.707071 33.029169 33.023706 33.034631
+71.717172 33.027250 33.025033 33.029467
+72.727273 33.027411 33.025057 33.029765
+73.737374 33.027624 33.024518 33.030729
+74.747475 33.026504 33.025323 33.027685
+75.757576 33.026534 33.025251 33.027817
+76.767677 33.026502 33.024919 33.028084
+77.777778 33.026080 33.025481 33.026679
+78.787879 33.026113 33.025474 33.026751
+79.797980 33.026097 33.025302 33.026893
+80.808081 33.025878 33.025581 33.026175
+81.818182 33.025698 33.025682 33.025714
+82.828283 33.025688 33.025674 33.025702
+83.838384 33.025688 33.025673 33.025703
+84.848485 33.025689 33.025675 33.025703
+85.858586 33.025687 33.025672 33.025702
+86.868687 33.025687 33.025672 33.025703
+87.878788 33.025688 33.025673 33.025702
+88.888889 33.025687 33.025671 33.025702
+89.898990 33.025686 33.025671 33.025702
+90.909091 33.025687 33.025672 33.025702
+91.919192 33.025686 33.025671 33.025702
+92.929293 33.025686 33.025670 33.025701
+93.939394 33.025686 33.025671 33.025701
+94.949495 33.025686 33.025670 33.025701
+95.959596 33.025686 33.025670 33.025701
+96.969697 33.025686 33.025671 33.025701
+97.979798 33.025685 33.025670 33.025701
+98.989899 26.431984 9.479581 43.384387
+100.000000 0.057183 0.057182 0.057184
diff --git a/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/disk.gnuplot b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..8dffbd0
--- /dev/null
+++ b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/mis/XL/graph500-27/max_mem_30G_workers_16/disk.png'
+set title "mis / graph500-27 (XL) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/mis/XL/graph500-27/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/disk.png b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..4d8c97f
Binary files /dev/null and b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/rss.dat b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..6188e9e
--- /dev/null
+++ b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 2.500741 0.000000 8.926114
+1.010101 5.063069 0.000000 13.175519
+2.020202 4.417835 0.000000 11.374006
+3.030303 12.635176 11.337015 13.933338
+4.040404 11.797025 11.368284 12.225765
+5.050505 11.903032 10.653100 13.152965
+6.060606 11.385654 11.016793 11.754515
+7.070707 11.406572 11.052536 11.760607
+8.080808 11.237543 10.674143 11.800942
+9.090909 11.369543 11.001968 11.737117
+10.101010 11.395803 11.040398 11.751209
+11.111111 11.407846 11.053830 11.761863
+12.121212 11.397742 11.043670 11.751813
+13.131313 8.520125 4.147939 12.892310
+14.141414 7.336056 3.060873 11.611238
+15.151515 7.503930 4.235751 10.772109
+16.161616 6.405562 4.235909 8.575215
+17.171717 6.184330 3.839186 8.529474
+18.181818 7.934914 5.750490 10.119337
+19.191919 8.744255 7.712151 9.776358
+20.202020 10.233049 7.869313 12.596785
+21.212121 8.866531 7.147698 10.585363
+22.222222 8.397189 7.427811 9.366567
+23.232323 9.020381 7.501046 10.539716
+24.242424 8.760403 7.449271 10.071535
+25.252525 8.541813 7.186037 9.897588
+26.262626 8.933658 7.776608 10.090708
+27.272727 8.775689 7.731884 9.819494
+28.282828 8.376696 7.647113 9.106280
+29.292929 8.496113 7.667338 9.324888
+30.303030 8.749536 8.298457 9.200616
+31.313131 7.981299 7.094613 8.867985
+32.323232 8.166514 7.344749 8.988278
+33.333333 8.044743 7.024821 9.064665
+34.343434 7.961802 7.064308 8.859296
+35.353535 7.979188 7.059142 8.899235
+36.363636 8.030952 7.202767 8.859137
+37.373737 7.903539 6.992432 8.814646
+38.383838 7.906607 6.991400 8.821814
+39.393939 7.903430 6.992370 8.814489
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+65.656566 7.812179 6.830537 8.793820
+66.666667 7.815087 6.836728 8.793446
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+82.828283 7.755423 6.720395 8.790452
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+85.858586 7.752013 6.712764 8.791263
+86.868687 7.752783 6.715520 8.790046
+87.878788 7.753328 6.715907 8.790749
+88.888889 7.752450 6.713735 8.791165
+89.898990 7.750826 6.710465 8.791188
+90.909091 7.749372 6.708061 8.790682
+91.919192 7.750298 6.709673 8.790924
+92.929293 7.750227 6.709709 8.790744
+93.939394 7.748508 6.707373 8.789643
+94.949495 7.748357 6.706372 8.790342
+95.959596 7.747098 6.703496 8.790700
+96.969697 7.747168 6.705723 8.788612
+97.979798 7.745737 6.702115 8.789358
+98.989899 6.350475 2.166399 10.534552
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/rss.gnuplot b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..5ff08df
--- /dev/null
+++ b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/mis/XL/graph500-27/max_mem_30G_workers_16/rss.png'
+set title "mis / graph500-27 (XL) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/mis/XL/graph500-27/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/rss.png b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..f39b321
Binary files /dev/null and b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..4249a1c
--- /dev/null
+++ b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+2391.72999 5.31868449e-07
+2395.67033 7.25253228e-07
+2399.61066 9.82907553e-07
+2403.551 1.32395503e-06
+2407.49134 1.77243923e-06
+2411.43167 2.35834335e-06
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+2419.31235 4.09912415e-06
+2423.25268 5.35475284e-06
+2427.19302 6.95224946e-06
+2431.13336 8.97116458e-06
+2435.07369 1.15056156e-05
+2439.01403 1.46658911e-05
+2442.95437 1.8579953e-05
+2446.8947 2.33947456e-05
+2450.83504 2.92772042e-05
+2454.77538 3.64148426e-05
+2458.71571 4.50157855e-05
+2462.65605 5.53081062e-05
+2466.59639 6.75383279e-05
+2470.53673 8.1968952e-05
+2474.47706 9.88748921e-05
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+3034.00488 2.19554756e-05
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+3065.52758 5.87660693e-05
+3069.46791 7.09840218e-05
+3073.40825 8.55410429e-05
+3077.34859 0.000102692944
+3081.28892 0.000122706587
+3085.22926 0.00014585284
+3089.1696 0.000172398407
+3093.10993 0.000202596531
+3097.05027 0.000236676717
+3100.99061 0.00027483362
+3104.93094 0.000317215367
+3108.87128 0.000363911644
+3112.81162 0.00041494194
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+3120.69229 0.000529665904
+3124.63263 0.000592953573
+3128.57296 0.00065974878
+3132.5133 0.00072958363
+3136.45364 0.000801880677
+3140.39397 0.000875956127
+3144.33431 0.000951026792
+3148.27465 0.00102622089
+3152.21498 0.00110059261
+3156.15532 0.00117314029
+3160.09566 0.00124282762
+3164.03599 0.00130860755
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+3171.91667 0.00142435807
+3175.857 0.00147241559
+3179.79734 0.00151279192
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+3223.14105 0.0013592359
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+3231.02172 0.00123092448
+3234.96206 0.00116066271
+3238.90239 0.00108772276
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+3364.99317 5.35475283e-06
+3368.93351 4.09912414e-06
+3372.87384 3.11874792e-06
+3376.81418 2.35834335e-06
+3380.75452 1.77243923e-06
+3384.69485 1.32395503e-06
+3388.63519 9.82907552e-07
+3392.57553 7.25253228e-07
+3396.51586 5.31868448e-07
diff --git a/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..19df90b
--- /dev/null
+++ b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/mis/XL/graph500-27/max_mem_30G_workers_16/wall_time.png'
+set title "mis / graph500-27 (XL) — max_mem_30G workers_16\nmedian=2790.287s  mean=2849.134s  std=219.750s  min=2593.031s  max=3195.215s  p90=3068.112s  p95=3131.663s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.0046759]
+set xrange [2391.729990:3396.515863]
+set grid y
+set key top right
+set arrow from 2790.287110,0 to 2790.287110,0.0046759 nohead lc rgb 'red' lw 2
+set label 'median 2790.287s' at 2790.287110,0.0046759 offset char 0,1 tc rgb 'red'
+set arrow from 3068.111665,0 to 3068.111665,0.0046759 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 3068.112s' at 3068.111665,0.0046759 offset char 0,1 tc rgb 'orange'
+set arrow from 3131.663360,0 to 3131.663360,0.0046759 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 3131.663s' at 3131.663360,0.0046759 offset char 0,1 tc rgb 'orange'
+set arrow from 3195.215055,0 to 3195.215055,0.000143874 nohead lc rgb '#666666' lw 1
+set arrow from 2877.456581,0 to 2877.456581,0.000143874 nohead lc rgb '#666666' lw 1
+set arrow from 2790.287110,0 to 2790.287110,0.000143874 nohead lc rgb '#666666' lw 1
+set arrow from 2593.030798,0 to 2593.030798,0.000143874 nohead lc rgb '#666666' lw 1
+set arrow from 2789.680040,0 to 2789.680040,0.000143874 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/mis/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/mis/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/wall_time.png b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..bd92637
Binary files /dev/null and b/benches/results/mis/XL/graph500-27/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/benchmark.json b/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index eae427a..0000000
--- a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,5526 +0,0 @@
-{
-  "algorithm": "mis",
-  "dataset": "cit-Patents",
-  "size_class": "XS",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/mis_cit-Patents",
-    "undirected": false,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": []
-  },
-  "graph": {
-    "vertices": 3000000,
-    "edges": 16000000,
-    "nodes_str": "3M",
-    "edges_str": "16M"
-  },
-  "warmup": {
-    "wall_time_s": 131.1885804249996,
-    "sampling_interval_s": 0.437295268083332
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 133.18662043300037,
-      "peak_rss_kb": 3925164,
-      "peak_disk_bytes": 860244992.0,
-      "returncode": 0,
-      "n_samples": 296
-    },
-    {
-      "index": 1,
-      "wall_time_s": 133.18597635800006,
-      "peak_rss_kb": 4521048,
-      "peak_disk_bytes": 863112192.0,
-      "returncode": 0,
-      "n_samples": 293
-    },
-    {
-      "index": 2,
-      "wall_time_s": 131.86214741699996,
-      "peak_rss_kb": 4102160,
-      "peak_disk_bytes": 899117056.0,
-      "returncode": 0,
-      "n_samples": 287
-    },
-    {
-      "index": 3,
-      "wall_time_s": 133.70061881899983,
-      "peak_rss_kb": 4212872,
-      "peak_disk_bytes": 860126208.0,
-      "returncode": 0,
-      "n_samples": 289
-    },
-    {
-      "index": 4,
-      "wall_time_s": 134.61783552700035,
-      "peak_rss_kb": 3585596,
-      "peak_disk_bytes": 859840512.0,
-      "returncode": 0,
-      "n_samples": 288
-    }
-  ],
-  "stats": {
-    "wall_time_s": {
-      "n": 5,
-      "median": 133.18662043300037,
-      "mean": 133.3106397108001,
-      "std": 0.9987362345383544,
-      "min": 131.86214741699996,
-      "max": 134.61783552700035,
-      "p90": 134.25094884380013,
-      "p95": 134.43439218540024
-    },
-    "peak_rss_kb": {
-      "n": 5,
-      "median": 4102160.0,
-      "mean": 4069368.0,
-      "std": 346595.46927217615,
-      "min": 3585596,
-      "max": 4521048,
-      "p90": 4397777.6,
-      "p95": 4459412.8
-    },
-    "peak_disk_bytes": {
-      "n": 5,
-      "median": 860244992.0,
-      "mean": 868488192.0,
-      "std": 17173265.39980932,
-      "min": 859840512.0,
-      "max": 899117056.0,
-      "p90": 884715110.4,
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diff --git a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/disk.dat b/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index baf90d8..0000000
--- a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
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-38.383838 0.184508 0.184303 0.184714
-39.393939 0.184508 0.184303 0.184714
-40.404040 0.184508 0.184303 0.184714
-41.414141 0.184508 0.184303 0.184714
-42.424242 0.184508 0.184303 0.184714
-43.434343 0.184508 0.184303 0.184714
-44.444444 0.200860 0.175031 0.226689
-45.454545 0.178124 0.132429 0.223818
-46.464646 0.178124 0.132429 0.223818
-47.474747 0.180666 0.140794 0.220538
-48.484848 0.181637 0.143928 0.219346
-49.494949 0.181637 0.143928 0.219346
-50.505051 0.182576 0.146916 0.218236
-51.515152 0.182653 0.147158 0.218148
-52.525253 0.182653 0.147158 0.218148
-53.535354 0.182653 0.147158 0.218148
-54.545455 0.182653 0.147158 0.218148
-55.555556 0.182653 0.147158 0.218148
-56.565657 0.183367 0.149396 0.217338
-57.575758 0.230240 0.135623 0.324857
-58.585859 0.183367 0.149396 0.217338
-59.595960 0.281056 0.056958 0.505154
-60.606061 0.183367 0.149396 0.217338
-61.616162 0.183367 0.149396 0.217338
-62.626263 0.193633 0.174194 0.213072
-63.636364 0.183367 0.149396 0.217338
-64.646465 0.183367 0.149396 0.217338
-65.656566 0.183367 0.149396 0.217338
-66.666667 0.183367 0.149396 0.217338
-67.676768 0.183367 0.149396 0.217338
-68.686869 0.183367 0.149396 0.217338
-69.696970 0.211087 0.164130 0.258043
-70.707071 0.148617 0.074293 0.222940
-71.717172 0.122275 0.100009 0.144540
-72.727273 0.109905 0.081837 0.137972
-73.737374 0.120981 0.094832 0.147131
-74.747475 0.120981 0.094832 0.147131
-75.757576 0.124040 0.099053 0.149026
-76.767677 0.126077 0.099944 0.152209
-77.777778 0.126077 0.099944 0.152209
-78.787879 0.126586 0.101763 0.151409
-79.797980 0.126586 0.101763 0.151409
-80.808081 0.126586 0.101763 0.151409
-81.818182 0.128418 0.102365 0.154472
-82.828283 0.173786 0.088582 0.258990
-83.838384 0.222669 0.048944 0.396393
-84.848485 0.395809 0.136627 0.654992
-85.858586 0.143283 0.046487 0.240079
-86.868687 0.119225 0.066257 0.172193
-87.878788 0.123266 0.070413 0.176118
-88.888889 0.120590 0.071132 0.170049
-89.898990 0.120590 0.071132 0.170049
-90.909091 0.115740 0.053811 0.177669
-91.919192 0.117030 0.058418 0.175642
-92.929293 0.115290 0.052206 0.178375
-93.939394 0.114313 0.048715 0.179910
-94.949495 0.071570 0.029369 0.113770
-95.959596 0.005791 0.004341 0.007241
-96.969697 0.005130 0.005110 0.005149
-97.979798 0.005122 0.005115 0.005130
-98.989899 0.005559 0.002956 0.008161
-100.000000 0.003111 0.003093 0.003129
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/disk.gnuplot b/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index 5d7f0cb..0000000
--- a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/mis/XS/cit-Patents/max_mem_24G_workers_4/disk.png'
-set title "mis / cit-Patents (XS) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/mis/XS/cit-Patents/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/disk.png b/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index ee09130..0000000
Binary files a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/rss.dat b/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index c59ea77..0000000
--- a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.035162 0.018698 0.051625
-1.010101 1.390284 1.336882 1.443687
-2.020202 2.699440 2.623576 2.775305
-3.030303 2.708027 2.629873 2.786182
-4.040404 2.887150 2.712902 3.061398
-5.050505 2.983528 2.820649 3.146407
-6.060606 3.036430 2.887474 3.185386
-7.070707 3.123973 2.880997 3.366950
-8.080808 3.138987 2.873252 3.404722
-9.090909 3.207344 2.927893 3.486795
-10.101010 3.214526 2.950192 3.478861
-11.111111 3.305865 2.992124 3.619607
-12.121212 3.335883 3.026023 3.645743
-13.131313 3.404754 3.139430 3.670077
-14.141414 3.495655 3.182050 3.809260
-15.151515 3.555223 3.224155 3.886290
-16.161616 3.567240 3.242311 3.892168
-17.171717 3.601188 3.304247 3.898130
-18.181818 3.606635 3.305292 3.907977
-19.191919 3.613392 3.314871 3.911914
-20.202020 3.616996 3.315147 3.918846
-21.212121 3.617194 3.316110 3.918278
-22.222222 3.623177 3.322448 3.923906
-23.232323 3.623306 3.322666 3.923947
-24.242424 3.624059 3.323714 3.924404
-25.252525 3.624072 3.323732 3.924412
-26.262626 3.624092 3.323759 3.924424
-27.272727 3.628949 3.320423 3.937475
-28.282828 3.628950 3.320424 3.937475
-29.292929 3.628950 3.320424 3.937475
-30.303030 3.628951 3.320426 3.937475
-31.313131 3.628951 3.320426 3.937475
-32.323232 3.628954 3.320431 3.937478
-33.333333 3.628962 3.320442 3.937482
-34.343434 3.629622 3.322499 3.936744
-35.353535 3.630243 3.323063 3.937423
-36.363636 3.661211 3.326122 3.996300
-37.373737 3.681077 3.347497 4.014658
-38.383838 3.725885 3.399320 4.052451
-39.393939 3.769711 3.440285 4.099137
-40.404040 3.800021 3.462448 4.137594
-41.414141 3.835929 3.494900 4.176958
-42.424242 3.841343 3.498466 4.184219
-43.434343 3.842360 3.500406 4.184315
-44.444444 3.842930 3.502179 4.183681
-45.454545 3.841505 3.500032 4.182978
-46.464646 3.841505 3.500032 4.182978
-47.474747 3.842523 3.501569 4.183476
-48.484848 3.841883 3.500605 4.183160
-49.494949 3.841883 3.500605 4.183160
-50.505051 3.841841 3.500542 4.183140
-51.515152 3.841915 3.500654 4.183176
-52.525253 3.841915 3.500654 4.183176
-53.535354 3.841915 3.500654 4.183176
-54.545455 3.841915 3.500654 4.183176
-55.555556 3.841915 3.500654 4.183176
-56.565657 3.841817 3.500505 4.183128
-57.575758 3.841822 3.500514 4.183131
-58.585859 3.841902 3.500635 4.183170
-59.595960 3.841902 3.500635 4.183170
-60.606061 3.841913 3.500651 4.183175
-61.616162 3.841913 3.500651 4.183175
-62.626263 3.841913 3.500651 4.183175
-63.636364 3.841913 3.500651 4.183175
-64.646465 3.841935 3.500684 4.183186
-65.656566 3.841985 3.500759 4.183210
-66.666667 3.853849 3.491223 4.216475
-67.676768 3.854385 3.492085 4.216686
-68.686869 3.857847 3.493484 4.222209
-69.696970 3.857538 3.493089 4.221987
-70.707071 3.854104 3.488782 4.219426
-71.717172 3.864487 3.485959 4.243015
-72.727273 3.872292 3.491873 4.252710
-73.737374 3.870720 3.491421 4.250019
-74.747475 3.871281 3.492104 4.250458
-75.757576 3.872405 3.493909 4.250900
-76.767677 3.872935 3.493781 4.252089
-77.777778 3.873175 3.493995 4.252355
-78.787879 3.872887 3.493535 4.252239
-79.797980 3.872910 3.493571 4.252248
-80.808081 3.872910 3.493571 4.252248
-81.818182 3.873595 3.494717 4.252472
-82.828283 3.872769 3.492049 4.253489
-83.838384 3.872907 3.492293 4.253522
-84.848485 3.873030 3.492567 4.253494
-85.858586 3.873480 3.493305 4.253654
-86.868687 3.873790 3.493798 4.253782
-87.878788 3.873806 3.493822 4.253790
-88.888889 3.874047 3.494205 4.253889
-89.898990 3.874065 3.494197 4.253932
-90.909091 3.873495 3.493014 4.253976
-91.919192 3.874494 3.494498 4.254490
-92.929293 3.873849 3.493474 4.254224
-93.939394 3.874303 3.494195 4.254411
-94.949495 3.874373 3.494327 4.254419
-95.959596 3.875101 3.495573 4.254630
-96.969697 3.875968 3.497255 4.254681
-97.979798 3.875397 3.497010 4.253783
-98.989899 3.013176 1.059129 4.967223
-100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/rss.gnuplot b/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index aaef343..0000000
--- a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/mis/XS/cit-Patents/max_mem_24G_workers_4/rss.png'
-set title "mis / cit-Patents (XS) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/mis/XS/cit-Patents/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/rss.png b/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index e967914..0000000
Binary files a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat b/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index e93c4a5..0000000
--- a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-130.681901 9.07145734e-05
-130.701965 0.000118794634
-130.722028 0.000154849054
-130.742091 0.000200914952
-130.762155 0.000259482413
-130.782218 0.000333576592
-130.802282 0.000426849892
-130.822345 0.000543684253
-130.842409 0.000689303211
-130.862472 0.000869892963
-130.882536 0.0010927311
-130.902599 0.00136632105
-130.922663 0.00170052955
-130.942726 0.00210672367
-130.962789 0.00259790304
-130.982853 0.00318882194
-131.002916 0.0038960953
-131.02298 0.00473828131
-131.043043 0.00573593315
-131.063107 0.00691161104
-131.08317 0.00828984609
-131.103234 0.0098970466
-131.123297 0.011761338
-131.14336 0.0139123283
-131.163424 0.0163807911
-131.183487 0.0191982612
-131.203551 0.022396538
-131.223614 0.0260070956
-131.243678 0.0300604022
-131.263741 0.034585152
-131.283805 0.0396074206
-131.303868 0.0451497554
-131.323932 0.0512302191
-131.343995 0.0578614076
-131.364058 0.0650494677
-131.384122 0.0727931428
-131.404185 0.0810828798
-131.424249 0.0899000291
-131.444312 0.0992161734
-131.464376 0.108992619
-131.484439 0.119180083
-131.504503 0.129718601
-131.524566 0.140537691
-131.54463 0.151556777
-131.564693 0.162685897
-131.584756 0.173826689
-131.60482 0.184873656
-131.624883 0.195715688
-131.644947 0.20623782
-131.66501 0.21632319
-131.685074 0.225855145
-131.705137 0.234719461
-131.725201 0.242806606
-131.745264 0.250013981
-131.765328 0.256248095
-131.785391 0.261426589
-131.805454 0.265480062
-131.825518 0.26835364
-131.845581 0.270008239
-131.865645 0.270421486
-131.885708 0.269588264
-131.905772 0.267520875
-131.925835 0.264248809
-131.945899 0.259818134
-131.965962 0.254290525
-131.986026 0.247741975
-132.006089 0.240261215
-132.026152 0.231947922
-132.046216 0.222910745
-132.066279 0.213265239
-132.086343 0.203131751
-132.106406 0.192633336
-132.12647 0.181893761
-132.146533 0.171035648
-132.166597 0.160178807
-132.18666 0.149438803
-132.206724 0.138925782
-132.226787 0.12874357
-132.24685 0.118989062
-132.266914 0.109751891
-132.286977 0.101114365
-132.307041 0.0931516431
-132.327104 0.0859321254
-132.347168 0.0795180094
-132.367231 0.0739659715
-132.387295 0.0693279222
-132.407358 0.0656517828
-132.427422 0.0629822332
-132.447485 0.0613613793
-132.467548 0.0608292931
-132.487612 0.0614243848
-132.507675 0.0631835709
-132.527739 0.0661422116
-132.547802 0.0703337999
-132.567866 0.0757893946
-132.587929 0.0825368014
-132.607993 0.0905995151
-132.628056 0.099995451
-132.64812 0.110735501
-132.668183 0.122821963
-132.688246 0.136246897
-132.70831 0.150990482
-132.728373 0.167019428
-132.748437 0.184285535
-132.7685 0.202724457
-132.788564 0.222254765
-132.808627 0.242777349
-132.828691 0.264175253
-132.848754 0.286313959
-132.868818 0.309042186
-132.888881 0.332193197
-132.908944 0.355586638
-132.929008 0.379030874
-132.949071 0.402325791
-132.969135 0.425266004
-132.989198 0.447644394
-133.009262 0.469255883
-133.029325 0.48990133
-133.049389 0.50939144
-133.069452 0.527550555
-133.089516 0.544220207
-133.109579 0.559262311
-133.129642 0.572561875
-133.149706 0.584029154
-133.169769 0.593601138
-133.189833 0.601242347
-133.209896 0.606944881
-133.22996 0.610727726
-133.250023 0.612635348
-133.270087 0.612735617
-133.29015 0.61111714
-133.310214 0.607886105
-133.330277 0.603162748
-133.35034 0.597077576
-133.370404 0.589767493
-133.390467 0.581371951
-133.410531 0.572029279
-133.430594 0.561873311
-133.450658 0.551030425
-133.470721 0.53961708
-133.490785 0.527737933
-133.510848 0.515484571
-133.530912 0.502934869
-133.550975 0.490152986
-133.571038 0.477189943
-133.591102 0.464084736
-133.611165 0.450865912
-133.631229 0.437553506
-133.651292 0.424161241
-133.671356 0.410698884
-133.691419 0.397174647
-133.711483 0.383597529
-133.731546 0.369979488
-133.75161 0.356337381
-133.771673 0.342694572
-133.791736 0.329082178
-133.8118 0.315539888
-133.831863 0.302116363
-133.851927 0.288869189
-133.87199 0.275864416
-133.892054 0.263175693
-133.912117 0.250883057
-133.932181 0.239071413
-133.952244 0.227828765
-133.972308 0.217244263
-133.992371 0.207406121
-134.012434 0.198399481
-134.032498 0.190304273
-134.052561 0.183193131
-134.072625 0.177129423
-134.092688 0.172165433
-134.112752 0.168340744
-134.132815 0.165680854
-134.152879 0.164196055
-134.172942 0.163880595
-134.193006 0.164712145
-134.213069 0.166651587
-134.233132 0.169643116
-134.253196 0.173614681
-134.273259 0.178478737
-134.293323 0.18413332
-134.313386 0.190463426
-134.33345 0.197342663
-134.353513 0.204635169
-134.373577 0.212197755
-134.39364 0.219882236
-134.413704 0.227537904
-134.433767 0.235014104
-134.45383 0.242162852
-134.473894 0.248841439
-134.493957 0.254914964
-134.514021 0.26025874
-134.534084 0.264760505
-134.554148 0.268322392
-134.574211 0.270862605
-134.594275 0.272316758
-134.614338 0.272638837
-134.634402 0.271801766
-134.654465 0.26979757
-134.674528 0.26663711
-134.694592 0.262349427
-134.714655 0.256980701
-134.734719 0.250592861
-134.754782 0.243261888
-134.774846 0.23507587
-134.794909 0.226132855
-134.814973 0.216538575
-134.835036 0.206404092
-134.8551 0.195843449
-134.875163 0.184971372
-134.895226 0.173901078
-134.91529 0.162742266
-134.935353 0.151599294
-134.955417 0.140569611
-134.97548 0.129742454
-134.995544 0.119197825
-135.015607 0.109005755
-135.035671 0.0992258541
-135.055734 0.0899071303
-135.075798 0.0810880648
-135.095861 0.0727969112
-135.115924 0.0650521938
-135.135988 0.0578633707
-135.156051 0.0512316261
-135.176115 0.0451507592
-135.196178 0.0396081335
-135.216242 0.0345856559
-135.236305 0.0300607567
-135.256369 0.0260073439
-135.276432 0.0223967111
-135.296496 0.0191983814
-135.316559 0.0163808741
-135.336622 0.0139123853
-135.356686 0.011761377
-135.376749 0.00989707319
-135.396813 0.00828986412
-135.416876 0.00691162321
-135.43694 0.00573594132
-135.457003 0.00473828678
-135.477067 0.00389609894
-135.49713 0.00318882436
-135.517194 0.00259790463
-135.537257 0.00210672472
-135.55732 0.00170053023
-135.577384 0.00136632149
-135.597447 0.00109273139
-135.617511 0.000869893148
-135.637574 0.000689303329
-135.657638 0.000543684329
-135.677701 0.000426849941
-135.697765 0.000333576623
-135.717828 0.000259482432
-135.737892 0.000200914964
-135.757955 0.000154849062
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-135.798082 9.07145763e-05
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index c51e58f..0000000
--- a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/mis/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png'
-set title "mis / cit-Patents (XS) — max_mem_24G workers_4\nmedian=133.187s  mean=133.311s  std=0.999s  min=131.862s  max=134.618s  p90=134.251s  p95=134.434s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.796556]
-set xrange [130.681901:135.798082]
-set grid y
-set key top right
-set arrow from 133.186620,0 to 133.186620,0.796556 nohead lc rgb 'red' lw 2
-set label 'median 133.187s' at 133.186620,0.796556 offset char 0,1 tc rgb 'red'
-set arrow from 134.250949,0 to 134.250949,0.796556 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 134.251s' at 134.250949,0.796556 offset char 0,1 tc rgb 'orange'
-set arrow from 134.434392,0 to 134.434392,0.796556 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 134.434s' at 134.434392,0.796556 offset char 0,1 tc rgb 'orange'
-set arrow from 133.186620,0 to 133.186620,0.0245094 nohead lc rgb '#666666' lw 1
-set arrow from 133.185976,0 to 133.185976,0.0245094 nohead lc rgb '#666666' lw 1
-set arrow from 131.862147,0 to 131.862147,0.0245094 nohead lc rgb '#666666' lw 1
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-set arrow from 134.617836,0 to 134.617836,0.0245094 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/mis/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/mis/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png b/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index e6c8cc0..0000000
Binary files a/benches/results/mis/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..7f1913a
--- /dev/null
+++ b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,4785 @@
+{
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+    }
+  ],
+  "environment": {
+    "timestamp": "2026-09-29T08:50:30.032730+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/disk.dat b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..39d34e4
--- /dev/null
+++ b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.020475 0.006348 0.034602
+2.020202 0.032623 0.032623 0.032624
+3.030303 0.032623 0.032623 0.032624
+4.040404 0.032623 0.032623 0.032624
+5.050505 0.032623 0.032623 0.032624
+6.060606 0.032623 0.032623 0.032624
+7.070707 0.032623 0.032623 0.032624
+8.080808 0.032623 0.032623 0.032624
+9.090909 0.032623 0.032623 0.032624
+10.101010 0.032623 0.032623 0.032624
+11.111111 0.099965 0.000000 0.207437
+12.121212 0.182178 0.012720 0.351635
+13.131313 0.233151 0.083190 0.383112
+14.141414 0.293178 0.123429 0.462926
+15.151515 0.334617 0.237911 0.431322
+16.161616 0.370557 0.366254 0.374860
+17.171717 0.372231 0.372230 0.372231
+18.181818 0.373399 0.370394 0.376404
+19.191919 0.372699 0.371495 0.373902
+20.202020 0.372699 0.371495 0.373902
+21.212121 0.376055 0.371972 0.380138
+22.222222 0.372273 0.369084 0.375463
+23.232323 0.374008 0.370860 0.377156
+24.242424 0.374908 0.372077 0.377739
+25.252525 0.372822 0.363088 0.382556
+26.262626 0.372162 0.362856 0.381468
+27.272727 0.372859 0.365175 0.380543
+28.282828 0.372578 0.358992 0.386164
+29.292929 0.369234 0.359285 0.379182
+30.303030 0.368423 0.356493 0.380353
+31.313131 0.367674 0.353888 0.381461
+32.323232 0.367660 0.353837 0.381483
+33.333333 0.368423 0.353246 0.383600
+34.343434 0.368741 0.353307 0.384175
+35.353535 0.368741 0.353307 0.384175
+36.363636 0.366979 0.352942 0.381016
+37.373737 0.368139 0.352809 0.383468
+38.383838 0.369408 0.352992 0.385824
+39.393939 0.366898 0.349937 0.383859
+40.404040 0.364108 0.349182 0.379033
+41.414141 0.362216 0.350410 0.374023
+42.424242 0.363725 0.351185 0.376266
+43.434343 0.360774 0.348012 0.373537
+44.444444 0.357066 0.347772 0.366361
+45.454545 0.356448 0.346595 0.366301
+46.464646 0.356758 0.346217 0.367299
+47.474747 0.355688 0.345260 0.366116
+48.484848 0.355278 0.344279 0.366277
+49.494949 0.352752 0.342650 0.362854
+50.505051 0.352372 0.342023 0.362721
+51.515152 0.352925 0.342477 0.363373
+52.525253 0.352997 0.339801 0.366193
+53.535354 0.352080 0.338548 0.365612
+54.545455 0.349092 0.342470 0.355714
+55.555556 0.349108 0.342451 0.355765
+56.565657 0.349048 0.341069 0.357026
+57.575758 0.348565 0.342125 0.355006
+58.585859 0.347042 0.343539 0.350545
+59.595960 0.347555 0.342914 0.352195
+60.606061 0.346338 0.344315 0.348361
+61.616162 0.346614 0.344004 0.349224
+62.626263 0.346193 0.344444 0.347941
+63.636364 0.346195 0.344447 0.347942
+64.646465 0.346149 0.344380 0.347918
+65.656566 0.345879 0.344837 0.346920
+66.666667 0.345853 0.344798 0.346907
+67.676768 0.345859 0.344808 0.346910
+68.686869 0.345967 0.344592 0.347342
+69.696970 0.345971 0.344598 0.347344
+70.707071 0.345674 0.345040 0.346308
+71.717172 0.345507 0.345309 0.345705
+72.727273 0.345430 0.345403 0.345457
+73.737374 0.345419 0.345407 0.345432
+74.747475 0.345417 0.345408 0.345427
+75.757576 0.345417 0.345409 0.345425
+76.767677 0.345413 0.345406 0.345421
+77.777778 0.345412 0.345406 0.345418
+78.787879 0.345411 0.345408 0.345415
+79.797980 0.345411 0.345407 0.345414
+80.808081 0.345411 0.345407 0.345415
+81.818182 0.345411 0.345407 0.345415
+82.828283 0.345410 0.345406 0.345414
+83.838384 0.345410 0.345406 0.345414
+84.848485 0.345410 0.345406 0.345414
+85.858586 0.345410 0.345406 0.345414
+86.868687 0.345409 0.345405 0.345413
+87.878788 0.345409 0.345404 0.345413
+88.888889 0.345409 0.345405 0.345414
+89.898990 0.345408 0.345404 0.345412
+90.909091 0.345408 0.345404 0.345413
+91.919192 0.345409 0.345405 0.345413
+92.929293 0.345408 0.345404 0.345413
+93.939394 0.345408 0.345404 0.345412
+94.949495 0.345408 0.345405 0.345411
+95.959596 0.345406 0.345404 0.345408
+96.969697 0.234957 0.052883 0.417031
+97.979798 0.033177 0.000000 0.081071
+98.989899 0.002900 0.002900 0.002901
+100.000000 0.002900 0.002900 0.002901
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..20fa90e
--- /dev/null
+++ b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/mis/XS/cit-Patents/max_mem_30G_workers_16/disk.png'
+set title "mis / cit-Patents (XS) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/mis/XS/cit-Patents/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/disk.png b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..7c30b37
Binary files /dev/null and b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/rss.dat b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..8f9601b
--- /dev/null
+++ b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.085225 0.000000 0.207236
+1.010101 0.404892 0.203582 0.606202
+2.020202 0.651792 0.445443 0.858140
+3.030303 0.949079 0.938211 0.959948
+4.040404 1.508887 1.448016 1.569759
+5.050505 1.660699 1.648179 1.673219
+6.060606 2.100476 1.800266 2.400686
+7.070707 2.724494 2.671693 2.777294
+8.080808 2.779089 2.742222 2.815957
+9.090909 2.800694 2.759869 2.841519
+10.101010 2.826629 2.795321 2.857936
+11.111111 2.870922 2.826364 2.915481
+12.121212 2.894035 2.855673 2.932397
+13.131313 2.896357 2.857632 2.935082
+14.141414 2.903475 2.860616 2.946335
+15.151515 2.926712 2.910017 2.943407
+16.161616 2.931553 2.912952 2.950153
+17.171717 2.939651 2.921305 2.957996
+18.181818 2.950080 2.921371 2.978790
+19.191919 2.962572 2.930120 2.995024
+20.202020 2.967931 2.938016 2.997845
+21.212121 2.975417 2.954852 2.995982
+22.222222 2.978108 2.959292 2.996924
+23.232323 2.982126 2.959077 3.005175
+24.242424 2.982578 2.959624 3.005532
+25.252525 2.983764 2.959228 3.008301
+26.262626 2.983988 2.959460 3.008517
+27.272727 2.985381 2.960711 3.010050
+28.282828 2.986202 2.962713 3.009692
+29.292929 2.986859 2.963874 3.009845
+30.303030 2.988938 2.963651 3.014224
+31.313131 2.990102 2.964778 3.015426
+32.323232 2.990134 2.964854 3.015414
+33.333333 2.992787 2.969735 3.015839
+34.343434 2.993761 2.970715 3.016806
+35.353535 2.993786 2.970738 3.016834
+36.363636 2.994715 2.971652 3.017777
+37.373737 2.995220 2.971313 3.019126
+38.383838 2.996040 2.973070 3.019010
+39.393939 2.996342 2.973383 3.019301
+40.404040 2.998126 2.973665 3.022586
+41.414141 2.998600 2.973817 3.023382
+42.424242 2.999156 2.975349 3.022962
+43.434343 2.999407 2.975708 3.023107
+44.444444 3.000746 2.977022 3.024471
+45.454545 3.001081 2.978045 3.024117
+46.464646 3.002179 2.977956 3.026402
+47.474747 3.003206 2.978989 3.027422
+48.484848 3.003356 2.979348 3.027363
+49.494949 3.003883 2.980042 3.027725
+50.505051 3.004461 2.979650 3.029273
+51.515152 3.005934 2.982494 3.029374
+52.525253 3.006832 2.982661 3.031003
+53.535354 3.007761 2.983851 3.031672
+54.545455 3.008838 2.985257 3.032420
+55.555556 3.009433 2.985028 3.033838
+56.565657 3.010452 2.985173 3.035732
+57.575758 3.010793 2.985888 3.035699
+58.585859 3.011818 2.987079 3.036557
+59.595960 3.012165 2.987052 3.037277
+60.606061 3.012178 2.987055 3.037301
+61.616162 3.012953 2.989167 3.036740
+62.626263 3.012956 2.989169 3.036744
+63.636364 3.012988 2.989183 3.036793
+64.646465 3.012995 2.989189 3.036801
+65.656566 3.012999 2.989192 3.036807
+66.666667 3.013038 2.989227 3.036850
+67.676768 3.013038 2.989227 3.036850
+68.686869 3.013228 2.989124 3.037331
+69.696970 3.013232 2.989128 3.037336
+70.707071 3.013236 2.989128 3.037343
+71.717172 3.013273 2.989124 3.037421
+72.727273 3.013971 2.989336 3.038605
+73.737374 3.014717 2.991069 3.038364
+74.747475 3.015953 2.991195 3.040711
+75.757576 3.017216 2.994308 3.040125
+76.767677 3.017943 2.994841 3.041044
+77.777778 3.017969 2.994920 3.041017
+78.787879 3.019160 2.997867 3.040453
+79.797980 3.021257 2.997029 3.045484
+80.808081 3.021536 2.997232 3.045839
+81.818182 3.024952 3.000153 3.049750
+82.828283 3.025488 2.999751 3.051225
+83.838384 3.025489 2.999752 3.051227
+84.848485 3.030645 3.003409 3.057880
+85.858586 3.030671 3.003393 3.057949
+86.868687 3.032831 3.009118 3.056543
+87.878788 3.033931 3.010102 3.057761
+88.888889 3.036586 3.013570 3.059601
+89.898990 3.037339 3.013775 3.060903
+90.909091 3.038877 3.017356 3.060398
+91.919192 3.041186 3.018099 3.064274
+92.929293 3.042010 3.018385 3.065634
+93.939394 3.053443 3.032215 3.074672
+94.949495 3.055269 3.031985 3.078552
+95.959596 3.058683 3.035917 3.081449
+96.969697 2.973361 2.746492 3.200230
+97.979798 0.269996 0.000000 0.697036
+98.989899 0.000000 0.000000 0.000000
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..ade917d
--- /dev/null
+++ b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/mis/XS/cit-Patents/max_mem_30G_workers_16/rss.png'
+set title "mis / cit-Patents (XS) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/mis/XS/cit-Patents/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/rss.png b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..431dc03
Binary files /dev/null and b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..9d2c29b
--- /dev/null
+++ b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+9.08703327 0.00177160683
+9.09191484 0.00612322528
+9.09679641 0.0190658271
+9.10167798 0.0534802692
+9.10655956 0.135143151
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+9.1163227 0.630931942
+9.12120427 1.16565635
+9.12608584 1.94008642
+9.13096741 2.9089358
+9.13584899 3.92925053
+9.14073056 4.78132015
+9.14561213 5.24141384
+9.1504937 5.17620655
+9.15537527 4.60508093
+9.16025685 3.69084202
+9.16513842 2.66487086
+9.17001999 1.73336252
+9.17490156 1.0156993
+9.17978313 0.536171136
+9.1846647 0.254978891
+9.18954628 0.109236442
+9.19442785 0.0421592994
+9.19930942 0.0146582372
+9.20419099 0.00459126783
+9.20907256 0.0012955257
+9.21395414 0.000329322919
+9.21883571 7.54154631e-05
+9.22371728 1.55582724e-05
+9.22859885 2.89151106e-06
+9.23348042 4.84117597e-07
+9.23836199 7.30195917e-08
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+9.24812514 1.2145182e-09
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+9.26276985 1.19074805e-12
+9.26765142 9.60027198e-14
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+9.27741457 4.56245317e-16
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+9.28717771 1.42811568e-18
+9.29205928 6.83187096e-20
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+9.68258503 11.8401987
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+9.69234817 12.0379399
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+9.86320318 2.91990819e-23
+9.86808475 9.78383487e-25
+9.87296632 2.95332721e-26
+9.8778479 8.03112801e-28
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+9.90225576 2.49482064e-36
+9.90713733 3.62643129e-38
+9.9120189 4.74878052e-40
+9.91690047 5.60205367e-42
+9.92178204 5.95353559e-44
+9.92666361 5.6998728e-46
+9.93154519 4.91606815e-48
+9.93642676 3.81973424e-50
+9.94130833 2.6736892e-52
+9.9461899 1.68597534e-54
+9.95107147 9.57754132e-57
+9.95595304 4.90139127e-59
+9.96083462 2.25968151e-61
+9.96571619 9.38507209e-64
+9.97059776 3.51148255e-66
+9.97547933 1.18360268e-68
+9.9803609 3.59404809e-71
+9.98524248 9.83227364e-74
+9.99012405 3.13468825e-75
+9.99500562 1.12442921e-72
+9.99988719 3.93792615e-70
+10.0047688 1.24241231e-67
+10.0096503 3.53123358e-65
+10.0145319 9.04169115e-63
+10.0194135 2.0856211e-60
+10.024295 4.33394779e-58
+10.0291766 8.11324257e-56
+10.0340582 1.36825728e-53
+10.0389398 2.07875638e-51
+10.0438213 2.84512889e-49
+10.0487029 3.50802611e-47
+10.0535845 3.89660344e-45
+10.0584661 3.89916957e-43
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+10.0682292 2.85450964e-39
+10.0731108 2.0883582e-37
+10.0779923 1.37638836e-35
+10.0828739 8.17220987e-34
+10.0877555 4.37119875e-32
+10.0926371 2.10631886e-30
+10.0975186 9.14345223e-29
+10.1024002 3.57568132e-27
+10.1072818 1.25970813e-25
+10.1121633 3.99800729e-24
+10.1170449 1.14308823e-22
+10.1219265 2.94427548e-21
+10.1268081 6.83187096e-20
+10.1316896 1.42811568e-18
+10.1365712 2.68936435e-17
+10.1414528 4.56245317e-16
+10.1463343 6.97284029e-15
+10.1512159 9.60027198e-14
+10.1560975 1.19074805e-12
+10.1609791 1.33051183e-11
+10.1658606 1.33930695e-10
+10.1707422 1.2145182e-09
+10.1756238 9.92179965e-09
+10.1805053 7.30195917e-08
+10.1853869 4.84117597e-07
+10.1902685 2.89151106e-06
+10.1951501 1.55582724e-05
+10.2000316 7.54154631e-05
+10.2049132 0.000329322919
+10.2097948 0.0012955257
+10.2146763 0.00459126783
+10.2195579 0.0146582372
+10.2244395 0.0421592994
+10.2293211 0.109236442
+10.2342026 0.254978891
+10.2390842 0.536171136
+10.2439658 1.0156993
+10.2488474 1.73336252
+10.2537289 2.66487086
+10.2586105 3.69084202
+10.2634921 4.60508093
+10.2683736 5.17620655
+10.2732552 5.24141384
+10.2781368 4.78132015
+10.2830184 3.92925053
+10.2878999 2.9089358
+10.2927815 1.94008642
+10.2976631 1.16565635
+10.3025446 0.630931942
+10.3074262 0.307650069
+10.3123078 0.135143151
+10.3171894 0.0534802692
+10.3220709 0.0190658271
+10.3269525 0.00612322528
+10.3318341 0.00177160683
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..fbd9d29
--- /dev/null
+++ b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/mis/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png'
+set title "mis / cit-Patents (XS) — max_mem_30G workers_16\nmedian=9.686s  mean=9.698s  std=0.398s  min=9.147s  max=10.271s  p90=10.046s  p95=10.158s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:16.0172]
+set xrange [9.087033:10.331834]
+set grid y
+set key top right
+set arrow from 9.685915,0 to 9.685915,16.0172 nohead lc rgb 'red' lw 2
+set label 'median 9.686s' at 9.685915,16.0172 offset char 0,1 tc rgb 'red'
+set arrow from 10.045577,0 to 10.045577,16.0172 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 10.046s' at 10.045577,16.0172 offset char 0,1 tc rgb 'orange'
+set arrow from 10.158488,0 to 10.158488,16.0172 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 10.158s' at 10.158488,16.0172 offset char 0,1 tc rgb 'orange'
+set arrow from 9.685915,0 to 9.685915,0.492836 nohead lc rgb '#666666' lw 1
+set arrow from 10.271400,0 to 10.271400,0.492836 nohead lc rgb '#666666' lw 1
+set arrow from 9.147468,0 to 9.147468,0.492836 nohead lc rgb '#666666' lw 1
+set arrow from 9.680491,0 to 9.680491,0.492836 nohead lc rgb '#666666' lw 1
+set arrow from 9.706843,0 to 9.706843,0.492836 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/mis/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/mis/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..949f54c
Binary files /dev/null and b/benches/results/mis/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/benchmark.json b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..a7700f5
--- /dev/null
+++ b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,14834 @@
+{
+  "algorithm": "pagerank",
+  "dataset": "graph500-28",
+  "size_class": "2XL",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/pagerank_graph500-28",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
+      "--max-iter",
+      "10",
+      "--tol",
+      "0.01"
+    ]
+  },
+  "graph": {
+    "vertices": 121000000,
+    "edges": 4000000000,
+    "nodes_str": "121M",
+    "edges_str": "4B"
+  },
+  "warmup": {
+    "wall_time_s": 910.7458229409967,
+    "sampling_interval_s": 1.0
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
+      "index": 0,
+      "wall_time_s": 913.2264778850076,
+      "peak_rss_kb": 20683360,
+      "peak_disk_bytes": 98190179328.0,
+      "returncode": 0,
+      "n_samples": 913
+    },
+    {
+      "index": 1,
+      "wall_time_s": 908.1028818720079,
+      "peak_rss_kb": 18360800,
+      "peak_disk_bytes": 98123987968.0,
+      "returncode": 0,
+      "n_samples": 908
+    },
+    {
+      "index": 2,
+      "wall_time_s": 914.4247934849991,
+      "peak_rss_kb": 19202812,
+      "peak_disk_bytes": 98160820224.0,
+      "returncode": 0,
+      "n_samples": 914
+    },
+    {
+      "index": 3,
+      "wall_time_s": 911.8488791949931,
+      "peak_rss_kb": 22895732,
+      "peak_disk_bytes": 97200891904.0,
+      "returncode": 0,
+      "n_samples": 911
+    },
+    {
+      "index": 4,
+      "wall_time_s": 909.4851564279961,
+      "peak_rss_kb": 18700480,
+      "peak_disk_bytes": 97878753280.0,
+      "returncode": 0,
+      "n_samples": 908
+    }
+  ],
+  "stats": {
+    "wall_time_s": {
+      "n": 5,
+      "median": 911.8488791949931,
+      "mean": 911.4176377730007,
+      "std": 2.6087807508014844,
+      "min": 908.1028818720079,
+      "max": 914.4247934849991,
+      "p90": 913.9454672450025,
+      "p95": 914.1851303650008
+    },
+    "peak_rss_kb": {
+      "n": 5,
+      "median": 19202812.0,
+      "mean": 19968636.8,
+      "std": 1861354.6163746445,
+      "min": 18360800,
+      "max": 22895732,
+      "p90": 22010783.2,
+      "p95": 22453257.6
+    },
+    "peak_disk_bytes": {
+      "n": 5,
+      "median": 98123987968.0,
+      "mean": 97910926540.8,
+      "std": 415634589.51010805,
+      "min": 97200891904.0,
+      "max": 98190179328.0,
+      "p90": 98178435686.4,
+      "p95": 98184307507.2
+    },
+    "medges_per_sec": 4.3866917986797525
+  },
+  "series": {
+    "alignment": "dtw",
+    "ref_run": 3,
+    "band_frac": 0.25,
+    "grid_size": 100,
+    "rss_bands_gib": [
+      [
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+    }
+  ],
+  "environment": {
+    "timestamp": "2026-09-29T21:12:18.300749+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/disk.dat b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..aebaa78
--- /dev/null
+++ b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.957554 0.000000 3.419425
+2.020202 2.508984 0.000000 6.662817
+3.030303 4.539393 0.000000 9.868593
+4.040404 8.444400 4.715603 12.173198
+5.050505 12.079649 8.750323 15.408975
+6.060606 12.661832 7.921299 17.402364
+7.070707 13.842566 7.899869 19.785264
+8.080808 17.393763 11.479537 23.307988
+9.090909 36.349179 31.555057 41.143302
+10.101010 55.381766 40.416935 70.346598
+11.111111 57.212810 42.869209 71.556410
+12.121212 57.853257 45.145426 70.561088
+13.131313 58.367365 46.970368 69.764363
+14.141414 59.029995 49.318142 68.741848
+15.151515 59.560371 51.191934 67.928808
+16.161616 60.243840 53.594470 66.893210
+17.171717 60.757072 55.382349 66.131796
+18.181818 61.381135 57.515529 65.246742
+19.191919 63.219669 59.919374 66.519963
+20.202020 65.686714 63.001471 68.371957
+21.212121 68.014017 65.745332 70.282702
+22.222222 70.337526 68.855349 71.819703
+23.232323 72.680779 70.935839 74.425720
+24.242424 75.040771 73.421105 76.660437
+25.252525 78.011707 76.397192 79.626221
+26.262626 82.166815 79.704609 84.629020
+27.272727 85.176859 81.426398 88.927320
+28.282828 86.958393 83.101113 90.815674
+29.292929 89.033580 87.280938 90.786222
+30.303030 84.146247 69.616574 98.675921
+31.313131 65.239240 59.248110 71.230371
+32.323232 33.716795 32.824952 34.608637
+33.333333 33.392003 33.391986 33.392019
+34.343434 33.392003 33.391986 33.392019
+35.353535 33.392003 33.391986 33.392019
+36.363636 33.410848 33.379589 33.442107
+37.373737 34.136835 33.557387 34.716283
+38.383838 34.492519 34.492503 34.492535
+39.393939 34.820945 33.976560 35.665330
+40.404040 35.490928 34.442526 36.539331
+41.414141 35.819354 34.965902 36.672807
+42.424242 36.017475 34.943163 37.091788
+43.434343 36.030560 34.953435 37.107684
+44.444444 36.030560 34.953435 37.107684
+45.454545 36.042850 35.638021 36.447680
+46.464646 36.187177 36.153410 36.220943
+47.474747 36.187177 36.153410 36.220943
+48.484848 36.187177 36.153410 36.220943
+49.494949 36.187177 36.153410 36.220943
+50.505051 36.187177 36.153410 36.220943
+51.515152 36.187177 36.153410 36.220943
+52.525253 36.187177 36.153410 36.220943
+53.535354 36.362339 35.945764 36.778914
+54.545455 36.200309 36.200293 36.200325
+55.555556 36.200309 36.200293 36.200325
+56.565657 36.200309 36.200293 36.200325
+57.575758 36.200309 36.200293 36.200325
+58.585859 36.200309 36.200293 36.200325
+59.595960 36.200309 36.200293 36.200325
+60.606061 36.200309 36.200293 36.200325
+61.616162 36.746761 35.341837 38.151685
+62.626263 36.188896 36.159550 36.218242
+63.636364 36.188896 36.159550 36.218242
+64.646465 36.188896 36.159550 36.218242
+65.656566 36.188896 36.159550 36.218242
+66.666667 36.188896 36.159550 36.218242
+67.676768 36.427050 35.844101 37.010000
+68.686869 36.164224 36.071448 36.257001
+69.696970 36.164224 36.071448 36.257001
+70.707071 36.164224 36.071448 36.257001
+71.717172 37.074364 35.585141 38.563587
+72.727273 37.122452 35.685275 38.559629
+73.737374 37.040572 35.509854 38.571291
+74.747475 37.040572 35.509854 38.571291
+75.757576 37.040572 35.509854 38.571291
+76.767677 37.040572 35.509854 38.571291
+77.777778 36.657899 35.301393 38.014405
+78.787879 36.623577 35.230941 38.016212
+79.797980 36.623577 35.230941 38.016212
+80.808081 36.623577 35.230941 38.016212
+81.818182 36.623577 35.230941 38.016212
+82.828283 36.581863 35.171754 37.991971
+83.838384 36.008628 35.695822 36.321434
+84.848485 36.008628 35.695822 36.321434
+85.858586 36.008628 35.695822 36.321434
+86.868687 36.499921 35.084099 37.915743
+87.878788 35.997215 35.694762 36.299669
+88.888889 36.296898 35.393744 37.200053
+89.898990 35.906465 35.614856 36.198073
+90.909091 35.906465 35.614856 36.198073
+91.919192 35.906465 35.614856 36.198073
+92.929293 35.907305 35.617857 36.196753
+93.939394 36.418609 35.382129 37.455089
+94.949495 35.827592 35.533867 36.121316
+95.959596 35.827592 35.533867 36.121316
+96.969697 35.508431 35.436373 35.580490
+97.979798 35.396580 35.395930 35.397230
+98.989899 35.452611 35.307905 35.597317
+100.000000 28.708170 10.781234 46.635106
diff --git a/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/disk.gnuplot b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..539ee77
--- /dev/null
+++ b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/2XL/graph500-28/max_mem_30G_workers_16/disk.png'
+set title "pagerank / graph500-28 (2XL) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pagerank/2XL/graph500-28/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/disk.png b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..0a57876
Binary files /dev/null and b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/rss.dat b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..19caa76
--- /dev/null
+++ b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000239 0.000000 0.000486
+1.010101 2.499273 0.000000 8.924400
+2.020202 5.369018 0.000000 13.865512
+3.030303 8.433229 0.000000 17.346645
+4.040404 14.406243 13.588595 15.223892
+5.050505 15.509845 14.756999 16.262690
+6.060606 15.811719 14.930503 16.692935
+7.070707 15.824848 14.922519 16.727176
+8.080808 16.118725 15.313151 16.924300
+9.090909 16.384835 15.364448 17.405223
+10.101010 16.617570 15.704421 17.530719
+11.111111 16.586502 15.788632 17.384371
+12.121212 16.540738 15.691875 17.389602
+13.131313 16.552597 15.718241 17.386954
+14.141414 16.542328 15.695459 17.389197
+15.151515 16.526453 15.659013 17.393893
+16.161616 16.585610 15.786881 17.384339
+17.171717 16.582494 15.780719 17.384269
+18.181818 16.576806 15.769294 17.384318
+19.191919 16.375114 15.511089 17.239138
+20.202020 15.777505 14.588369 16.966641
+21.212121 11.323112 6.100169 16.546056
+22.222222 5.263746 1.831320 8.696172
+23.232323 3.851158 3.689072 4.013245
+24.242424 3.930781 3.829515 4.032047
+25.252525 3.948965 3.847224 4.050707
+26.262626 4.000860 3.896975 4.104745
+27.272727 4.055963 3.941716 4.170210
+28.282828 4.088917 3.964645 4.213190
+29.292929 4.190581 3.988611 4.392551
+30.303030 4.261507 3.990224 4.532790
+31.313131 4.255345 4.025701 4.484989
+32.323232 4.321941 4.106705 4.537177
+33.333333 5.568697 5.285715 5.851680
+34.343434 7.168252 7.010220 7.326284
+35.353535 8.152064 7.091043 9.213086
+36.363636 11.679684 8.496798 14.862571
+37.373737 15.286772 12.940741 17.632803
+38.383838 16.083173 15.379325 16.787021
+39.393939 15.447616 13.643906 17.251326
+40.404040 15.992088 14.266225 17.717951
+41.414141 15.677457 13.892402 17.462511
+42.424242 15.700066 13.802673 17.597459
+43.434343 16.604034 15.415665 17.792403
+44.444444 16.616799 15.407984 17.825615
+45.454545 16.920213 15.256523 18.583903
+46.464646 15.971812 14.018621 17.925003
+47.474747 15.862574 13.930038 17.795110
+48.484848 15.976281 13.785037 18.167524
+49.494949 15.964724 13.800165 18.129284
+50.505051 15.898511 13.885206 17.911816
+51.515152 16.230240 14.865131 17.595349
+52.525253 16.239381 14.851526 17.627236
+53.535354 16.318729 14.732511 17.904946
+54.545455 16.875448 14.566750 19.184145
+55.555556 16.652056 15.304509 17.999602
+56.565657 16.602057 15.106509 18.097605
+57.575758 16.827946 14.662668 18.993225
+58.585859 16.805251 14.689317 18.921184
+59.595960 16.724817 14.779744 18.669889
+60.606061 16.774669 14.724478 18.824860
+61.616162 16.987869 14.463969 19.511768
+62.626263 16.443001 15.019268 17.866734
+63.636364 16.610648 14.894465 18.326830
+64.646465 16.572757 14.927994 18.217520
+65.656566 16.915159 14.556433 19.273885
+66.666667 16.933457 14.533464 19.333451
+67.676768 17.219043 14.153334 20.284752
+68.686869 16.529572 14.962790 18.096354
+69.696970 16.359671 14.940767 17.778576
+70.707071 16.436384 14.852121 18.020647
+71.717172 17.492306 15.876920 19.107692
+72.727273 17.511717 15.864094 19.159340
+73.737374 17.626950 15.771773 19.482126
+74.747475 17.356420 15.937767 18.775073
+75.757576 17.278647 15.944186 18.613108
+76.767677 17.334949 15.941897 18.728002
+77.777778 17.125836 15.392805 18.858867
+78.787879 17.040487 14.443297 19.637677
+79.797980 16.712481 14.642022 18.782941
+80.808081 16.619119 14.467486 18.770752
+81.818182 16.805421 15.003496 18.607346
+82.828283 16.876602 15.066377 18.686827
+83.838384 16.287756 13.679214 18.896297
+84.848485 15.524873 13.446929 17.602817
+85.858586 15.485259 13.498858 17.471660
+86.868687 15.949609 13.685977 18.213242
+87.878788 15.482514 13.472277 17.492750
+88.888889 16.903826 13.863413 19.944239
+89.898990 14.866695 12.346980 17.386410
+90.909091 15.062197 12.816316 17.308078
+91.919192 15.061591 12.817157 17.306025
+92.929293 15.081111 12.790020 17.372203
+93.939394 16.475262 13.309933 19.640590
+94.949495 14.926337 12.520760 17.331914
+95.959596 15.307873 13.194257 17.421488
+96.969697 15.717482 13.645839 17.789125
+97.979798 14.820553 12.252424 17.388683
+98.989899 15.118631 11.792378 18.444885
+100.000000 12.920568 4.560042 21.281095
diff --git a/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/rss.gnuplot b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..d8f562f
--- /dev/null
+++ b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/2XL/graph500-28/max_mem_30G_workers_16/rss.png'
+set title "pagerank / graph500-28 (2XL) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pagerank/2XL/graph500-28/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/rss.png b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..9f7d0e2
Binary files /dev/null and b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/wall_time.dat b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..6a5d259
--- /dev/null
+++ b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+900.085927 1.40234494e-05
+900.173597 1.67133443e-05
+900.261267 1.98819783e-05
+900.348937 2.36071789e-05
+900.436607 2.79780467e-05
+900.524276 3.30963465e-05
+900.611946 3.90780297e-05
+900.699616 4.60548946e-05
+900.787286 5.41763902e-05
+900.874956 6.36115671e-05
+900.962626 7.45511802e-05
+901.050296 8.72099437e-05
+901.137966 0.000101828938
+901.225636 0.000118678171
+901.313305 0.00013805928
+901.400975 0.000160308378
+901.488645 0.00018579903
+901.576315 0.000214945341
+901.663985 0.000248205153
+901.751655 0.000286083311
+901.839325 0.000329134991
+901.926995 0.000377969053
+902.014665 0.000433251389
+902.102334 0.000495708215
+902.190004 0.000566129292
+902.277674 0.000645370993
+902.365344 0.000734359197
+902.453014 0.000834091928
+902.540684 0.00094564169
+902.628354 0.00107015744
+902.716024 0.00120886609
+902.803694 0.00136307355
+902.891363 0.00153416515
+902.979033 0.00172360538
+903.066703 0.00193293698
+903.154373 0.00216377912
+903.242043 0.00241782475
+903.329713 0.00269683703
+903.417383 0.0030026447
+903.505053 0.00333713637
+903.592723 0.00370225373
+903.680392 0.00409998359
+903.768062 0.00453234872
+903.855732 0.00500139744
+903.943402 0.00550919211
+904.031072 0.00605779629
+904.118742 0.00664926086
+904.206412 0.00728560889
+904.294082 0.00796881956
+904.381752 0.0087008111
+904.469421 0.0094834228
+904.557091 0.0103183964
+904.644761 0.0112073567
+904.732431 0.012151792
+904.820101 0.0131530344
+904.907771 0.0142122394
+904.995441 0.0153303665
+905.083111 0.0165081599
+905.170781 0.0177461297
+905.25845 0.0190445345
+905.34612 0.0204033647
+905.43379 0.0218223275
+905.52146 0.0233008338
+905.60913 0.0248379864
+905.6968 0.0264325715
+905.78447 0.0280830519
+905.87214 0.0297875626
+905.959809 0.0315439104
+906.047479 0.0333495753
+906.135149 0.0352017161
+906.222819 0.0370971784
+906.310489 0.0390325065
+906.398159 0.0410039585
+906.485829 0.0430075248
+906.573499 0.0450389498
+906.661169 0.0470937566
+906.748838 0.049167275
+906.836508 0.0512546723
+906.924178 0.0533509863
+907.011848 0.0554511609
+907.099518 0.0575500836
+907.187188 0.0596426241
+907.274858 0.0617236747
+907.362528 0.0637881909
+907.450198 0.0658312324
+907.537867 0.0678480041
+907.625537 0.0698338955
+907.713207 0.0717845201
+907.800877 0.0736957521
+907.888547 0.0755637612
+907.976217 0.0773850448
+908.063887 0.0791564568
+908.151557 0.0808752333
+908.239227 0.0825390137
+908.326896 0.0841458583
+908.414566 0.0856942603
+908.502236 0.0871831547
+908.589906 0.0886119199
+908.677576 0.0899803767
+908.765246 0.0912887803
+908.852916 0.0925378083
+908.940586 0.0937285433
+909.028256 0.0948624506
+909.115925 0.0959413515
+909.203595 0.0969673924
+909.291265 0.0979430095
+909.378935 0.0988708903
+909.466605 0.0997539319
+909.554275 0.100595197
+909.641945 0.101397865
+909.729615 0.102165191
+909.817285 0.102900446
+909.904954 0.103606879
+909.992624 0.10428766
+910.080294 0.104945836
+910.167964 0.105584285
+910.255634 0.106205667
+910.343304 0.106812388
+910.430974 0.107406558
+910.518644 0.107989956
+910.606314 0.108563999
+910.693983 0.109129719
+910.781653 0.109687733
+910.869323 0.110238237
+910.956993 0.110780984
+911.044663 0.111315285
+911.132333 0.111840003
+911.220003 0.112353561
+911.307673 0.112853952
+911.395343 0.113338751
+911.483012 0.113805135
+911.570682 0.114249915
+911.658352 0.114669554
+911.746022 0.115060212
+911.833692 0.115417774
+911.921362 0.115737897
+912.009032 0.11601605
+912.096702 0.116247564
+912.184371 0.116427674
+912.272041 0.116551574
+912.359711 0.116614462
+912.447381 0.116611596
+912.535051 0.11653834
+912.622721 0.116390215
+912.710391 0.116162946
+912.798061 0.11585251
+912.885731 0.115455181
+912.9734 0.114967568
+913.06107 0.114386656
+913.14874 0.113709842
+913.23641 0.112934965
+913.32408 0.112060332
+913.41175 0.111084742
+913.49942 0.110007509
+913.58709 0.108828465
+913.67476 0.107547983
+913.762429 0.106166967
+913.850099 0.104686865
+913.937769 0.103109654
+914.025439 0.101437833
+914.113109 0.0996744115
+914.200779 0.0978228869
+914.288449 0.0958872238
+914.376119 0.0938718264
+914.463789 0.0917815089
+914.551458 0.0896214614
+914.639128 0.0873972144
+914.726798 0.0851145994
+914.814468 0.0827797082
+914.902138 0.0803988507
+914.989808 0.0779785109
+915.077478 0.0755253027
+915.165148 0.073045925
+915.252818 0.0705471168
+915.340487 0.0680356131
+915.428157 0.065518102
+915.515827 0.0630011818
+915.603497 0.0604913218
+915.691167 0.0579948232
+915.778837 0.0555177833
+915.866507 0.0530660625
+915.954177 0.0506452533
+916.041847 0.0482606532
+916.129516 0.0459172403
+916.217186 0.0436196524
+916.304856 0.0413721696
+916.392526 0.0391787002
+916.480196 0.0370427705
+916.567866 0.0349675173
+916.655536 0.0329556843
+916.743206 0.0310096221
+916.830876 0.0291312905
+916.918545 0.0273222642
+917.006215 0.0255837416
+917.093885 0.0239165553
+917.181555 0.0223211862
+917.269225 0.0207977782
+917.356895 0.019346156
+917.444565 0.017965844
+917.532235 0.0166560859
+917.619905 0.0154158666
+917.707574 0.0142439336
+917.795244 0.0131388199
+917.882914 0.0120988664
+917.970584 0.0111222451
+918.058254 0.010206981
+918.145924 0.00935097504
+918.233594 0.0085520252
+918.321264 0.00780784758
+918.408934 0.00711609631
+918.496603 0.00647438253
+918.584273 0.00588029221
+918.671943 0.00533140279
+918.759613 0.00482529855
+918.847283 0.00435958464
+918.934953 0.0039318998
+919.022623 0.00353992771
+919.110293 0.00318140703
+919.197962 0.00285414008
+919.285632 0.00255600028
+919.373302 0.00228493829
+919.460972 0.00203898703
+919.548642 0.00181626555
+919.636312 0.00161498186
+919.723982 0.00143343478
+919.811652 0.0012700149
+919.899322 0.00112320472
+919.986991 0.000991578111
+920.074661 0.000873799028
+920.162331 0.00076861976
+920.250001 0.000674878626
+920.337671 0.000591497285
+920.425341 0.000517477693
+920.513011 0.000451898793
+920.600681 0.000393912991
+920.688351 0.00034274248
+920.77602 0.000297675462
+920.86369 0.00025806232
+920.95136 0.000223311781
+921.03903 0.000192887104
+921.1267 0.000166302332
+921.21437 0.000143118628
+921.30204 0.000122940731
+921.38971 0.000105413529
+921.47738 9.02187952e-05
+921.565049 7.70720625e-05
+921.652719 6.57196795e-05
+921.740389 5.59360273e-05
+921.828059 4.75209131e-05
+921.915729 4.02971359e-05
+922.003399 3.41082249e-05
+922.091069 2.88163451e-05
+922.178739 2.43003676e-05
+922.266409 2.04540966e-05
+922.354078 1.71846478e-05
+922.441748 1.44109702e-05
diff --git a/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..ac6e2bf
--- /dev/null
+++ b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/2XL/graph500-28/max_mem_30G_workers_16/wall_time.png'
+set title "pagerank / graph500-28 (2XL) — max_mem_30G workers_16\nmedian=911.849s  mean=911.418s  std=2.609s  min=908.103s  max=914.425s  p90=913.945s  p95=914.185s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.151599]
+set xrange [900.085927:922.441748]
+set grid y
+set key top right
+set arrow from 911.848879,0 to 911.848879,0.151599 nohead lc rgb 'red' lw 2
+set label 'median 911.849s' at 911.848879,0.151599 offset char 0,1 tc rgb 'red'
+set arrow from 913.945467,0 to 913.945467,0.151599 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 913.945s' at 913.945467,0.151599 offset char 0,1 tc rgb 'orange'
+set arrow from 914.185130,0 to 914.185130,0.151599 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 914.185s' at 914.185130,0.151599 offset char 0,1 tc rgb 'orange'
+set arrow from 913.226478,0 to 913.226478,0.00466458 nohead lc rgb '#666666' lw 1
+set arrow from 908.102882,0 to 908.102882,0.00466458 nohead lc rgb '#666666' lw 1
+set arrow from 914.424793,0 to 914.424793,0.00466458 nohead lc rgb '#666666' lw 1
+set arrow from 911.848879,0 to 911.848879,0.00466458 nohead lc rgb '#666666' lw 1
+set arrow from 909.485156,0 to 909.485156,0.00466458 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/pagerank/2XL/graph500-28/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/pagerank/2XL/graph500-28/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/wall_time.png b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..71b3499
Binary files /dev/null and b/benches/results/pagerank/2XL/graph500-28/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/benchmark.json b/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index b8072d9..0000000
--- a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,73697 +0,0 @@
-{
-  "algorithm": "pagerank",
-  "dataset": "graph500-29",
-  "size_class": "2XL",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/pagerank_graph500-29",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--max-iter",
-      "10",
-      "--tol",
-      "0.01"
-    ]
-  },
-  "graph": {
-    "vertices": 232000000,
-    "edges": 8000000000,
-    "nodes_str": "232M",
-    "edges_str": "8B"
-  },
-  "warmup": {
-    "wall_time_s": 4734.334456978999,
-    "sampling_interval_s": 1.0
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 4801.022083413998,
-      "peak_rss_kb": 21426684,
-      "peak_disk_bytes": 180571581440.0,
-      "returncode": 0,
-      "n_samples": 4793
-    },
-    {
-      "index": 1,
-      "wall_time_s": 4865.894425199993,
-      "peak_rss_kb": 19978520,
-      "peak_disk_bytes": 180508666880.0,
-      "returncode": 0,
-      "n_samples": 4854
-    },
-    {
-      "index": 2,
-      "wall_time_s": 4749.378252793991,
-      "peak_rss_kb": 20640316,
-      "peak_disk_bytes": 180644979712.0,
-      "returncode": 0,
-      "n_samples": 4733
-    },
-    {
-      "index": 3,
-      "wall_time_s": 4821.3301555060025,
-      "peak_rss_kb": 20853744,
-      "peak_disk_bytes": 180445752320.0,
-      "returncode": 0,
-      "n_samples": 4799
-    },
-    {
-      "index": 4,
-      "wall_time_s": 5026.924157810994,
-      "peak_rss_kb": 20583280,
-      "peak_disk_bytes": 180546414592.0,
-      "returncode": 0,
-      "n_samples": 4996
-    }
-  ],
-  "stats": {
-    "wall_time_s": {
-      "n": 5,
-      "median": 4821.3301555060025,
-      "mean": 4852.909814944996,
-      "std": 105.89852166307895,
-      "min": 4749.378252793991,
-      "max": 5026.924157810994,
-      "p90": 4962.512264766594,
-      "p95": 4994.718211288793
-    },
-    "peak_rss_kb": {
-      "n": 5,
-      "median": 20640316.0,
-      "mean": 20696508.8,
-      "std": 521863.2578704885,
-      "min": 19978520,
-      "max": 21426684,
-      "p90": 21197508.0,
-      "p95": 21312096.0
-    },
-    "peak_disk_bytes": {
-      "n": 5,
-      "median": 180546414592.0,
-      "mean": 180543478988.8,
-      "std": 73930959.43778759,
-      "min": 180445752320.0,
-      "max": 180644979712.0,
-      "p90": 180615620403.2,
-      "p95": 180630300057.6
-    },
-    "medges_per_sec": 1.6592931290681114
-  },
-  "series": {
-    "alignment": "dtw",
-    "ref_run": 3,
-    "band_frac": 0.25,
-    "grid_size": 100,
-    "rss_bands_gib": [
-      [
-        0.001195526123046875,
-        9.171023736911118e-05,
-        0.0022993420087246384
-      ],
-      [
-        10.18358741870954,
-        10.044850434491632,
-        10.322324402927446
-      ],
-      [
-        10.010306450720156,
-        9.543314275244203,
-        10.47729862619611
-      ],
-      [
-        9.940834946717295,
-        9.569271223240966,
-        10.312398670193625
-      ],
-      [
-        10.46532138571161,
-        10.358648444886645,
-        10.571994326536574
-      ],
-      [
-        10.589999230371848,
-        10.377228346321267,
-        10.80277011442243
-      ],
-      [
-        10.687304670093692,
-        10.45988822383525,
-        10.914721116352133
-      ],
-      [
-        10.60680946322383,
-        10.47492027712796,
-        10.738698649319698
-      ],
-      [
-        10.5667178920201,
-        10.336302283669935,
-        10.797133500370263
-      ],
-      [
-        10.676395164726454,
-        10.579127871368433,
-        10.773662458084475
-      ],
-      [
-        10.57682674568775,
-        10.443895570533005,
-        10.709757920842495
-      ],
-      [
-        10.536385013886662,
-        10.381424810027143,
-        10.69134521774618
-      ],
-      [
-        10.575586277621797,
-        10.443133298061483,
-        10.708039257182111
-      ],
-      [
-        10.587240486999779,
-        10.447461050035436,
-        10.727019923964122
-      ],
-      [
-        10.582297392573508,
-        10.446381788630303,
-        10.718212996516714
-      ],
-      [
-        10.551697959373305,
-        10.41584073788802,
-        10.68755518085859
-      ],
-      [
-        10.593965172509446,
-        10.3793962256517,
-        10.808534119367192
-      ],
-      [
-        10.545264663769098,
-        10.329510460183275,
-        10.76101886735492
-      ],
-      [
-        10.416360887571937,
-        10.190432488672055,
-        10.642289286471819
-      ],
-      [
-        10.33287990791548,
-        10.154632692918321,
-        10.511127122912638
-      ],
-      [
-        10.26947090056639,
-        10.11732755114532,
-        10.42161424998746
-      ],
-      [
-        10.21849278123626,
-        10.09617179819839,
-        10.34081376427413
-      ],
-      [
-        10.20507556665624,
-        10.077742879851375,
-        10.332408253461104
-      ],
-      [
-        10.178745401780153,
-        10.049356024918438,
-        10.308134778641868
-      ],
-      [
-        10.191908949776515,
-        10.035389229001142,
-        10.348428670551888
-      ],
-      [
-        10.986294906949144,
-        9.804967715788464,
-        12.167622098109824
-      ],
-      [
-        13.709330303367619,
-        13.262500823211026,
-        14.156159783524211
-      ],
-      [
-        14.67826694868884,
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\ No newline at end of file
diff --git a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/disk.dat b/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index c581606..0000000
--- a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 7.170971 4.187858 10.154084
-2.020202 14.805710 8.945771 20.665649
-3.030303 18.212973 15.274799 21.151146
-4.040404 29.121180 20.170510 38.071850
-5.050505 40.335951 22.585639 58.086263
-6.060606 48.298457 29.215044 67.381870
-7.070707 57.642137 36.972296 78.311978
-8.080808 61.043659 38.012551 84.074767
-9.090909 80.292656 62.328545 98.256767
-10.101010 101.328353 63.214676 139.442031
-11.111111 103.614667 69.064871 138.164462
-12.121212 104.745029 71.711954 137.778104
-13.131313 107.033023 76.448699 137.617347
-14.141414 108.528531 79.016208 138.040854
-15.151515 112.321603 80.903552 143.739653
-16.161616 121.481795 95.168906 147.794683
-17.171717 132.938995 110.754278 155.123711
-18.181818 141.704399 124.419657 158.989140
-19.191919 149.514577 135.779436 163.249719
-20.202020 151.115328 141.113519 161.117138
-21.212121 158.533373 145.019732 172.047015
-22.222222 147.361713 130.220100 164.503327
-23.232323 120.418936 95.391251 145.446621
-24.242424 76.209257 67.397188 85.021326
-25.252525 68.885851 68.885842 68.885860
-26.262626 69.089369 68.566131 69.612607
-27.272727 69.903439 69.903429 69.903448
-28.282828 70.683355 69.560452 71.806258
-29.292929 72.777019 71.131805 74.422233
-30.303030 74.176035 73.310343 75.041727
-31.313131 74.512751 74.512741 74.512760
-32.323232 74.512751 74.512741 74.512760
-33.333333 74.518098 74.504357 74.531839
-34.343434 75.326425 74.045375 76.607474
-35.353535 75.733262 74.452207 77.014317
-36.363636 75.733262 74.452207 77.014317
-37.373737 75.733262 74.452207 77.014317
-38.383838 75.733262 74.452207 77.014317
-39.393939 74.716639 73.528100 75.905177
-40.404040 74.656958 73.441899 75.872016
-41.414141 74.656958 73.441899 75.872016
-42.424242 74.099790 72.479764 75.719816
-43.434343 72.881170 70.820634 74.941706
-44.444444 72.478605 70.638035 74.319174
-45.454545 72.468901 70.891156 74.046647
-46.464646 73.130256 72.009331 74.251182
-47.474747 73.130256 72.009331 74.251182
-48.484848 73.486239 71.655777 75.316701
-49.494949 73.842222 72.129978 75.554466
-50.505051 73.842222 72.129978 75.554466
-51.515152 74.910170 73.789246 76.031095
-52.525253 74.910170 73.789246 76.031095
-53.535354 75.622135 74.706911 76.537358
-54.545455 76.343348 75.404343 77.282353
-55.555556 75.501193 73.589048 77.413338
-56.565657 75.977210 73.547314 78.407106
-57.575758 76.330675 73.736198 78.925152
-58.585859 72.538375 72.538366 72.538384
-59.595960 72.538375 72.538366 72.538384
-60.606061 73.250340 72.129417 74.371263
-61.616162 73.250340 72.129417 74.371263
-62.626263 73.962306 73.047072 74.877541
-63.636364 73.962306 73.047072 74.877541
-64.646465 74.318289 74.318279 74.318300
-65.656566 74.318289 74.318279 74.318300
-66.666667 74.318289 74.318279 74.318300
-67.676768 74.231147 74.007109 74.455186
-68.686869 73.196544 72.019153 74.373935
-69.696970 73.238195 71.992348 74.484041
-70.707071 72.822629 71.861301 73.783957
-71.717172 72.822629 71.861301 73.783957
-72.727273 73.509206 70.782688 76.235725
-73.737374 72.448714 72.448705 72.448724
-74.747475 72.448714 72.448705 72.448724
-75.757576 72.448714 72.448705 72.448724
-76.767677 73.872643 72.957417 74.787870
-77.777778 73.328040 72.226035 74.430045
-78.787879 74.260153 71.153569 77.366736
-79.797980 72.616588 71.580447 73.652729
-80.808081 72.946407 71.062301 74.830513
-81.818182 72.148559 71.981390 72.315727
-82.828283 72.981225 70.792657 75.169793
-83.838384 73.002894 70.826209 75.179579
-84.848485 73.834316 69.034170 78.634462
-85.858586 71.954593 71.644103 72.265082
-86.868687 71.954593 71.644103 72.265082
-87.878788 73.050470 71.226725 74.874215
-88.888889 74.200906 70.249622 78.152190
-89.898990 72.671346 70.645090 74.697601
-90.909091 73.233827 71.174476 75.293179
-91.919192 72.463558 70.261606 74.665510
-92.929293 72.477299 70.288970 74.665628
-93.939394 73.311349 70.833528 75.789170
-94.949495 74.244571 69.676452 78.812690
-95.959596 71.982876 69.894510 74.071242
-96.969697 71.694395 69.932857 73.455933
-97.979798 71.009239 71.009230 71.009249
-98.989899 75.661681 72.136960 79.186402
-100.000000 15.704721 0.000000 52.032856
diff --git a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/disk.gnuplot b/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index b3cd617..0000000
--- a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/disk.png'
-set title "pagerank / graph500-29 (2XL) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/disk.png b/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index ad54ee9..0000000
Binary files a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/rss.dat b/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index 0797152..0000000
--- a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.001196 0.000092 0.002299
-1.010101 10.183587 10.044850 10.322324
-2.020202 10.010306 9.543314 10.477299
-3.030303 9.940835 9.569271 10.312399
-4.040404 10.465321 10.358648 10.571994
-5.050505 10.589999 10.377228 10.802770
-6.060606 10.687305 10.459888 10.914721
-7.070707 10.606809 10.474920 10.738699
-8.080808 10.566718 10.336302 10.797134
-9.090909 10.676395 10.579128 10.773662
-10.101010 10.576827 10.443896 10.709758
-11.111111 10.536385 10.381425 10.691345
-12.121212 10.575586 10.443133 10.708039
-13.131313 10.587240 10.447461 10.727020
-14.141414 10.582297 10.446382 10.718213
-15.151515 10.551698 10.415841 10.687555
-16.161616 10.593965 10.379396 10.808534
-17.171717 10.545265 10.329510 10.761019
-18.181818 10.416361 10.190432 10.642289
-19.191919 10.332880 10.154633 10.511127
-20.202020 10.269471 10.117328 10.421614
-21.212121 10.218493 10.096172 10.340814
-22.222222 10.205076 10.077743 10.332408
-23.232323 10.178745 10.049356 10.308135
-24.242424 10.191909 10.035389 10.348429
-25.252525 10.986295 9.804968 12.167622
-26.262626 13.709330 13.262501 14.156160
-27.272727 14.678267 13.630707 15.725827
-28.282828 15.218542 14.179591 16.257493
-29.292929 13.157896 12.607058 13.708734
-30.303030 13.982976 13.501193 14.464758
-31.313131 14.743685 13.197693 16.289676
-32.323232 14.777119 13.244901 16.309338
-33.333333 16.820897 14.868737 18.773056
-34.343434 15.967327 13.972943 17.961710
-35.353535 15.315252 13.626486 17.004018
-36.363636 15.880923 14.742538 17.019308
-37.373737 15.753409 14.558428 16.948390
-38.383838 15.805264 14.635379 16.975148
-39.393939 15.977876 14.844343 17.111410
-40.404040 15.542160 15.239382 15.844938
-41.414141 17.091104 15.452343 18.729864
-42.424242 17.342465 15.858171 18.826758
-43.434343 17.300203 15.417579 19.182826
-44.444444 15.059343 12.158630 17.960056
-45.454545 12.893462 11.555554 14.231371
-46.464646 12.473316 11.063474 13.883158
-47.474747 12.722283 12.247510 13.197056
-48.484848 13.574781 10.909316 16.240246
-49.494949 14.359383 11.414675 17.304091
-50.505051 13.619996 10.990157 16.249835
-51.515152 15.363940 12.905014 17.822867
-52.525253 13.152217 10.960280 15.344154
-53.535354 13.756707 10.993659 16.519755
-54.545455 13.547466 11.296585 15.798348
-55.555556 13.471708 12.263236 14.680180
-56.565657 13.362834 12.066734 14.658935
-57.575758 13.838269 12.384023 15.292515
-58.585859 11.604017 10.382266 12.825767
-59.595960 12.825448 12.590753 13.060142
-60.606061 12.901702 12.170168 13.633235
-61.616162 12.584391 12.212448 12.956334
-62.626263 13.766570 11.877982 15.655158
-63.636364 12.791782 12.368015 13.215549
-64.646465 13.300706 11.918943 14.682468
-65.656566 13.210820 11.770307 14.651333
-66.666667 13.222553 11.788684 14.656423
-67.676768 13.091723 11.992838 14.190609
-68.686869 12.778817 12.546834 13.010801
-69.696970 13.540667 11.978358 15.102975
-70.707071 12.848772 12.573108 13.124436
-71.717172 12.917862 12.751414 13.084310
-72.727273 13.237680 12.230540 14.244821
-73.737374 12.816484 12.488217 13.144750
-74.747475 12.780263 12.558380 13.002146
-75.757576 12.861140 12.599669 13.122612
-76.767677 14.574445 11.967374 17.181517
-77.777778 13.275116 12.192466 14.357766
-78.787879 13.284355 11.986221 14.582490
-79.797980 13.491357 10.716877 16.265836
-80.808081 13.009703 12.217902 13.801504
-81.818182 12.826033 12.208689 13.443377
-82.828283 12.865533 11.857960 13.873106
-83.838384 12.838762 11.831742 13.845782
-84.848485 12.658572 12.050182 13.266963
-85.858586 12.669063 12.061817 13.276309
-86.868687 12.770155 12.155990 13.384319
-87.878788 13.152608 12.250796 14.054420
-88.888889 12.843495 12.053618 13.633372
-89.898990 12.801721 11.997162 13.606280
-90.909091 13.427438 12.264413 14.590463
-91.919192 12.818696 12.029452 13.607941
-92.929293 13.005464 12.065132 13.945796
-93.939394 13.298521 12.288054 14.308988
-94.949495 13.339041 12.647998 14.030084
-95.959596 13.146775 12.228206 14.065345
-96.969697 12.689851 12.061440 13.318262
-97.979798 12.342214 11.855065 12.829363
-98.989899 12.849234 12.074810 13.623658
-100.000000 2.378663 0.000000 8.494207
diff --git a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/rss.gnuplot b/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index c2dd85a..0000000
--- a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/rss.png'
-set title "pagerank / graph500-29 (2XL) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/rss.png b/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index eff8f6d..0000000
Binary files a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/wall_time.dat b/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index f0c6e17..0000000
--- a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-4600.60439 7.2076382e-07
-4602.85966 9.17044165e-07
-4605.11493 1.16250845e-06
-4607.3702 1.46828737e-06
-4609.62547 1.8477177e-06
-4611.88074 2.31670303e-06
-4614.13601 2.89411604e-06
-4616.39128 3.60224322e-06
-4618.64655 4.46727201e-06
-4620.90181 5.51981928e-06
-4623.15708 6.79549847e-06
-4625.41235 8.33552118e-06
-4627.66762 1.01873272e-05
-4629.92289 1.24052343e-05
-4632.17816 1.50510984e-05
-4634.43343 1.8194969e-05
-4636.6887 2.19157265e-05
-4638.94397 2.63016816e-05
-4641.19924 3.14511168e-05
-4643.45451 3.74727462e-05
-4645.70977 4.44860697e-05
-4647.96504 5.26215923e-05
-4650.22031 6.20208836e-05
-4652.47558 7.28364466e-05
-4654.73085 8.52313699e-05
-4656.98612 9.93787352e-05
-4659.24139 0.000115460759
-4661.49666 0.000133667645
-4663.75193 0.00015419614
-4666.0072 0.00017724777
-4668.26247 0.000203026778
-4670.51773 0.000231737751
-4672.773 0.000263582967
-4675.02827 0.000298759483
-4677.28354 0.000337456012
-4679.53881 0.00037984963
-4681.79408 0.000426102383
-4684.04935 0.000476357863
-4686.30462 0.000530737827
-4688.55989 0.000589338964
-4690.81516 0.000652229882
-4693.07043 0.000719448421
-4695.3257 0.000790999394
-4697.58096 0.000866852823
-4699.83623 0.000946942778
-4702.0915 0.00103116687
-4704.34677 0.00111938647
-4706.60204 0.00121142768
-4708.85731 0.00130708305
-4711.11258 0.00140611412
-4713.36785 0.00150825463
-4715.62312 0.00161321442
-4717.87839 0.00172068392
-4720.13366 0.00183033917
-4722.38892 0.00194184705
-4724.64419 0.00205487086
-4726.89946 0.00216907582
-4729.15473 0.00228413449
-4731.41 0.00239973182
-4733.66527 0.00251556977
-4735.92054 0.00263137118
-4738.17581 0.00274688295
-4740.43108 0.00286187821
-4742.68635 0.0029761575
-4744.94162 0.00308954891
-4747.19689 0.00320190704
-4749.45215 0.00331311099
-4751.70742 0.00342306126
-4753.96269 0.00353167577
-4756.21796 0.00363888513
-4758.47323 0.00374462724
-4760.7285 0.00384884159
-4762.98377 0.00395146328
-4765.23904 0.0040524172
-4767.49431 0.0041516124
-4769.74958 0.00424893707
-4772.00485 0.00434425414
-4774.26011 0.00443739794
-4776.51538 0.00452817183
-4778.77065 0.00461634703
-4781.02592 0.00470166281
-4783.28119 0.00478382781
-4785.53646 0.0048625228
-4787.79173 0.00493740448
-4790.047 0.00500811042
-4792.30227 0.00507426493
-4794.55754 0.00513548559
-4796.81281 0.00519139029
-4799.06807 0.00524160454
-4801.32334 0.00528576876
-4803.57861 0.00532354534
-4805.83388 0.00535462524
-4808.08915 0.00537873392
-4810.34442 0.00539563633
-4812.59969 0.00540514104
-4814.85496 0.00540710311
-4817.11023 0.00540142594
-4819.3655 0.00538806186
-4821.62077 0.00536701165
-4823.87604 0.00533832295
-4826.1313 0.00530208782
-4828.38657 0.00525843947
-4830.64184 0.00520754834
-4832.89711 0.00514961786
-4835.15238 0.00508487992
-4837.40765 0.00501359029
-4839.66292 0.00493602425
-4841.91819 0.00485247247
-4844.17346 0.00476323736
-4846.42873 0.00466862998
-4848.684 0.00456896757
-4850.93926 0.00446457173
-4853.19453 0.00435576724
-4855.4498 0.00424288156
-4857.70507 0.00412624482
-4859.96034 0.00400619034
-4862.21561 0.00388305545
-4864.47088 0.00375718254
-4866.72615 0.00362892027
-4868.98142 0.00349862459
-4871.23669 0.00336665978
-4873.49196 0.00323339902
-4875.74723 0.00309922473
-4878.00249 0.00296452831
-4880.25776 0.00282970954
-4882.51303 0.00269517527
-4884.7683 0.00256133777
-4887.02357 0.00242861249
-4889.27884 0.00229741538
-4891.53411 0.00216815997
-4893.78938 0.00204125409
-4896.04465 0.00191709653
-4898.29992 0.00179607358
-4900.55519 0.00167855579
-4902.81045 0.0015648948
-4905.06572 0.00145542057
-4907.32099 0.00135043896
-4909.57626 0.00125022984
-4911.83153 0.00115504562
-4914.0868 0.00106511046
-4916.34207 0.000980619953
-4918.59734 0.000901741441
-4920.85261 0.000828614791
-4923.10788 0.000761353666
-4925.36315 0.000700047182
-4927.61841 0.000644761862
-4929.87368 0.000595543801
-4932.12895 0.000552420918
-4934.38422 0.000515405191
-4936.63949 0.000484494777
-4938.89476 0.000459675878
-4941.15003 0.0004409243
-4943.4053 0.000428206576
-4945.66057 0.000421480619
-4947.91584 0.000420695833
-4950.17111 0.000425792655
-4952.42638 0.000436701525
-4954.68164 0.000453341292
-4956.93691 0.000475617094
-4959.19218 0.00050341777
-4961.44745 0.000536612889
-4963.70272 0.000575049493
-4965.95799 0.00061854867
-4968.21326 0.000666902095
-4970.46853 0.000719868671
-4972.7238 0.000777171431
-4974.97907 0.000838494832
-4977.23434 0.000903482614
-4979.4896 0.000971736336
-4981.74487 0.00104281473
-4984.00014 0.00111623399
-4986.25541 0.00119146906
-4988.51068 0.00126795599
-4990.76595 0.00134509542
-4993.02122 0.00142225715
-4995.27649 0.00149878577
-4997.53176 0.00157400735
-4999.78703 0.00164723697
-5002.0423 0.00171778711
-5004.29757 0.00178497655
-5006.55283 0.0018481398
-5008.8081 0.00190663675
-5011.06337 0.00195986225
-5013.31864 0.00200725561
-5015.57391 0.00204830949
-5017.82918 0.00208257831
-5020.08445 0.00210968559
-5022.33972 0.00212933037
-5024.59499 0.00214129232
-5026.85026 0.00214543545
-5029.10553 0.00214171043
-5031.36079 0.00213015524
-5033.61606 0.00211089436
-5035.87133 0.00208413639
-5038.1266 0.00205017007
-5040.38187 0.00200935905
-5042.63714 0.00196213531
-5044.89241 0.00190899144
-5047.14768 0.00185047208
-5049.40295 0.00178716456
-5051.65822 0.00171968915
-5053.91349 0.00164868889
-5056.16875 0.00157481953
-5058.42402 0.00149873956
-5060.67929 0.0014211006
-5062.93456 0.00134253846
-5065.18983 0.00126366483
-5067.4451 0.00118505989
-5069.70037 0.00110726592
-5071.95564 0.00103078193
-5074.21091 0.000956059414
-5076.46618 0.000883499258
-5078.72145 0.00081344972
-5080.97672 0.000746205516
-5083.23198 0.000682007909
-5085.48725 0.000621045731
-5087.74252 0.000563457239
-5089.99779 0.000509332698
-5092.25306 0.000458717559
-5094.50833 0.000411616128
-5096.7636 0.000367995588
-5099.01887 0.000327790265
-5101.27414 0.000290906016
-5103.52941 0.000257224637
-5105.78468 0.000226608207
-5108.03994 0.000198903267
-5110.29521 0.000173944784
-5112.55048 0.000151559831
-5114.80575 0.000131570954
-5117.06102 0.000113799184
-5119.31629 9.80666818e-05
-5121.57156 8.41990176e-05
-5123.82683 7.20270748e-05
-5126.0821 6.13886017e-05
-5128.33737 5.21294226e-05
-5130.59264 4.41043371e-05
-5132.84791 3.7177732e-05
-5135.10317 3.12239395e-05
-5137.35844 2.61273709e-05
-5139.61371 2.17824605e-05
-5141.86898 1.80934494e-05
-5144.12425 1.49740409e-05
-5146.37952 1.23469551e-05
-5148.63479 1.01434089e-05
-5150.89006 8.30254443e-06
-5153.14533 6.77082662e-06
-5155.4006 5.50142743e-06
-5157.65587 4.45361113e-06
-5159.91113 3.592133e-06
-5162.1664 2.88666066e-06
-5164.42167 2.31122523e-06
-5166.67694 1.84370747e-06
-5168.93221 1.46536215e-06
-5171.18748 1.16038241e-06
-5173.44275 9.15504561e-07
-5175.69802 7.19652931e-07
diff --git a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index db2cbd8..0000000
--- a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/wall_time.png'
-set title "pagerank / graph500-29 (2XL) — max_mem_24G workers_4\nmedian=4821.330s  mean=4852.910s  std=105.899s  min=4749.378s  max=5026.924s  p90=4962.512s  p95=4994.718s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.00702923]
-set xrange [4600.604392:5175.698018]
-set grid y
-set key top right
-set arrow from 4821.330156,0 to 4821.330156,0.00702923 nohead lc rgb 'red' lw 2
-set label 'median 4821.330s' at 4821.330156,0.00702923 offset char 0,1 tc rgb 'red'
-set arrow from 4962.512265,0 to 4962.512265,0.00702923 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 4962.512s' at 4962.512265,0.00702923 offset char 0,1 tc rgb 'orange'
-set arrow from 4994.718211,0 to 4994.718211,0.00702923 nohead lc rgb 'orange' lw 1 dt 3
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diff --git a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/wall_time.png b/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index db57cbc..0000000
Binary files a/benches/results/pagerank/2XL/graph500-29/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/benchmark.json b/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index db6e807..0000000
--- a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,5723 +0,0 @@
-{
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-  "environment": {
-    "timestamp": "2026-08-23T17:04:44.186786+00:00",
-    "platform": "Linux-7.0.0-1010-aws-x86_64-with-glibc2.43",
-    "python": "3.14.4",
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\ No newline at end of file
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/disk.dat b/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index 6bf2506..0000000
--- a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.000000 0.000000 0.000001
-2.020202 0.000000 0.000000 0.000001
-3.030303 0.000000 0.000000 0.000001
-4.040404 0.000000 0.000000 0.000001
-5.050505 0.000000 0.000000 0.000001
-6.060606 0.000000 0.000000 0.000001
-7.070707 0.000000 0.000000 0.000001
-8.080808 0.000000 0.000000 0.000001
-9.090909 0.000000 0.000000 0.000001
-10.101010 0.000000 0.000000 0.000001
-11.111111 0.000000 0.000000 0.000001
-12.121212 0.000000 0.000000 0.000001
-13.131313 1.523283 0.300866 2.745700
-14.141414 3.910233 3.864429 3.956037
-15.151515 3.945594 3.943480 3.947708
-16.161616 4.169945 3.812588 4.527302
-17.171717 5.507172 5.059957 5.954388
-18.181818 5.752245 5.746503 5.757988
-19.191919 5.793204 5.692306 5.894101
-20.202020 3.590332 0.871441 6.309223
-21.212121 4.373927 2.860266 5.887588
-22.222222 4.756522 3.707833 5.805211
-23.232323 4.783726 3.723485 5.843966
-24.242424 4.577097 2.802160 6.352035
-25.252525 3.111331 1.195952 5.026710
-26.262626 2.957978 0.927275 4.988682
-27.272727 3.070467 1.205493 4.935441
-28.282828 3.181373 1.434914 4.927833
-29.292929 3.285319 1.628849 4.941790
-30.303030 3.493952 2.140496 4.847409
-31.313131 3.775621 2.641402 4.909840
-32.323232 3.989183 3.107636 4.870730
-33.333333 4.102889 3.474028 4.731751
-34.343434 4.205773 3.818251 4.593295
-35.353535 4.296067 4.058035 4.534099
-36.363636 4.336339 4.078240 4.594438
-37.373737 4.367796 4.149643 4.585949
-38.383838 4.377494 4.149062 4.605927
-39.393939 4.425602 4.140675 4.710530
-40.404040 4.439570 4.136038 4.743102
-41.414141 4.369956 4.149620 4.590292
-42.424242 4.369956 4.149620 4.590292
-43.434343 4.369956 4.149620 4.590292
-44.444444 4.369956 4.149620 4.590292
-45.454545 4.369956 4.149620 4.590292
-46.464646 4.369956 4.149620 4.590292
-47.474747 4.369956 4.149620 4.590292
-48.484848 4.386096 4.146285 4.625906
-49.494949 4.399127 4.139787 4.658467
-50.505051 4.369934 4.150630 4.589238
-51.515152 4.399014 4.193609 4.604419
-52.525253 4.444319 4.209223 4.679415
-53.535354 4.419918 4.208130 4.631706
-54.545455 4.422937 4.209061 4.636813
-55.555556 4.442981 4.228496 4.657467
-56.565657 4.423552 4.226249 4.620855
-57.575758 4.423552 4.226249 4.620855
-58.585859 4.423552 4.226249 4.620855
-59.595960 4.434001 4.228785 4.639216
-60.606061 4.419515 4.224362 4.614668
-61.616162 4.419515 4.224362 4.614668
-62.626263 4.425088 4.226830 4.623346
-63.636364 4.454605 4.319056 4.590154
-64.646465 4.449938 4.284972 4.614905
-65.656566 4.492968 4.306139 4.679797
-66.666667 4.411751 4.291528 4.531973
-67.676768 4.414285 4.294317 4.534253
-68.686869 4.406034 4.284755 4.527312
-69.696970 4.406127 4.284871 4.527384
-70.707071 4.423756 4.298285 4.549227
-71.717172 4.423756 4.298285 4.549227
-72.727273 4.423756 4.298285 4.549227
-73.737374 4.446586 4.287310 4.605861
-74.747475 4.448659 4.285613 4.611705
-75.757576 4.423209 4.298322 4.548095
-76.767677 4.438973 4.348994 4.528952
-77.777778 4.453985 4.390678 4.517292
-78.787879 4.473719 4.417455 4.529983
-79.797980 4.476118 4.417506 4.534730
-80.808081 4.496210 4.403038 4.589381
-81.818182 4.472108 4.417088 4.527128
-82.828283 4.472108 4.417088 4.527128
-83.838384 4.472108 4.417088 4.527128
-84.848485 4.487364 4.411774 4.562954
-85.858586 4.468071 4.414863 4.521280
-86.868687 4.468071 4.414863 4.521280
-87.878788 4.478896 4.416907 4.540885
-88.888889 4.462574 4.400907 4.524242
-89.898990 4.510192 4.380012 4.640373
-90.909091 4.545630 4.411562 4.679698
-91.919192 4.455801 4.390715 4.520886
-92.929293 4.457070 4.393641 4.520499
-93.939394 4.452942 4.383709 4.522175
-94.949495 4.461513 4.402808 4.520219
-95.959596 4.461095 4.415547 4.506642
-96.969697 4.381680 4.381679 4.381682
-97.979798 4.432697 4.424142 4.441251
-98.989899 3.292578 2.056912 4.528244
-100.000000 0.132265 0.132244 0.132287
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/disk.gnuplot b/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index c2d26bf..0000000
--- a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/L/graph500-25/max_mem_24G_workers_4/disk.png'
-set title "pagerank / graph500-25 (L) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/pagerank/L/graph500-25/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/disk.png b/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index 3f99224..0000000
Binary files a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/rss.dat b/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index 5e1b962..0000000
--- a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.001841 0.001311 0.002371
-1.010101 2.387667 2.347542 2.427793
-2.020202 4.749804 4.676876 4.822733
-3.030303 6.905980 6.869099 6.942861
-4.040404 7.626322 7.483355 7.769289
-5.050505 7.839239 7.632127 8.046350
-6.060606 8.014300 7.774370 8.254230
-7.070707 8.135363 7.916810 8.353917
-8.080808 8.365710 8.168897 8.562523
-9.090909 8.623852 8.453144 8.794559
-10.101010 8.958683 8.810746 9.106619
-11.111111 9.340558 9.249991 9.431125
-12.121212 9.721109 9.625698 9.816520
-13.131313 9.969982 9.889805 10.050159
-14.141414 9.996679 9.923732 10.069625
-15.151515 9.998404 9.924860 10.071948
-16.161616 10.002897 9.926735 10.079059
-17.171717 10.014048 9.947965 10.080131
-18.181818 10.024836 9.951072 10.098599
-19.191919 10.047296 9.975353 10.119240
-20.202020 10.062530 9.993311 10.131749
-21.212121 10.072096 10.000715 10.143476
-22.222222 10.079640 10.011639 10.147641
-23.232323 10.093455 10.019809 10.167102
-24.242424 10.100175 10.028647 10.171704
-25.252525 10.101865 10.031320 10.172409
-26.262626 10.103445 10.030628 10.176262
-27.272727 10.103536 10.030787 10.176284
-28.282828 10.105468 10.035442 10.175494
-29.292929 10.105481 10.035465 10.175496
-30.303030 10.105528 10.035513 10.175543
-31.313131 10.104803 10.033570 10.176037
-32.323232 10.106068 10.036278 10.175857
-33.333333 10.107635 10.036854 10.178415
-34.343434 10.108800 10.037978 10.179622
-35.353535 10.112717 10.037489 10.187945
-36.363636 10.113228 10.040892 10.185564
-37.373737 10.115372 10.042856 10.187888
-38.383838 10.116512 10.045424 10.187601
-39.393939 10.116000 10.044097 10.187902
-40.404040 10.117803 10.047775 10.187831
-41.414141 10.118525 10.049156 10.187894
-42.424242 10.118542 10.049169 10.187915
-43.434343 10.118547 10.049181 10.187912
-44.444444 10.118557 10.049195 10.187920
-45.454545 10.119425 10.050046 10.188804
-46.464646 10.119446 10.050064 10.188828
-47.474747 10.119451 10.050068 10.188834
-48.484848 10.121497 10.055079 10.187914
-49.494949 10.120040 10.051472 10.188608
-50.505051 10.120103 10.051523 10.188682
-51.515152 10.121866 10.050166 10.193565
-52.525253 10.121958 10.050345 10.193571
-53.535354 10.122040 10.050468 10.193612
-54.545455 10.122836 10.052414 10.193257
-55.555556 10.122290 10.050773 10.193806
-56.565657 10.122361 10.050856 10.193865
-57.575758 10.123162 10.050478 10.195847
-58.585859 10.123169 10.050484 10.195855
-59.595960 10.122718 10.049347 10.196090
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-64.646465 10.123598 10.050608 10.196588
-65.656566 10.123805 10.050666 10.196944
-66.666667 10.123911 10.050767 10.197055
-67.676768 10.125065 10.053339 10.196792
-68.686869 10.125100 10.053398 10.196801
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-79.797980 10.126018 10.054527 10.197510
-80.808081 10.126281 10.054727 10.197835
-81.818182 10.126281 10.054727 10.197835
-82.828283 10.126282 10.054728 10.197836
-83.838384 10.126678 10.055017 10.198340
-84.848485 10.125562 10.054170 10.196954
-85.858586 10.126211 10.054793 10.197629
-86.868687 10.126213 10.054795 10.197632
-87.878788 10.126135 10.054730 10.197540
-88.888889 10.126765 10.053951 10.199578
-89.898990 10.127046 10.055454 10.198638
-90.909091 10.126369 10.054534 10.198203
-91.919192 10.126589 10.054313 10.198866
-92.929293 10.127303 10.054894 10.199711
-93.939394 10.127305 10.054895 10.199716
-94.949495 10.127683 10.055644 10.199722
-95.959596 10.127885 10.055007 10.200763
-96.969697 10.128773 10.054745 10.202802
-97.979798 10.129744 10.055680 10.203809
-98.989899 10.138161 10.060873 10.215449
-100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/rss.gnuplot b/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index 2450f9e..0000000
--- a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/L/graph500-25/max_mem_24G_workers_4/rss.png'
-set title "pagerank / graph500-25 (L) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/pagerank/L/graph500-25/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/rss.png b/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index 097e6a6..0000000
Binary files a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/wall_time.dat b/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 51d8052..0000000
--- a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-207.313452 0.000133500313
-207.350932 0.000277095768
-207.388411 0.000555394489
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-207.46337 0.00200917197
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-214.134713 2.48257087e-21
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-214.209672 8.52638782e-20
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-214.35959 6.61272894e-17
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-214.434548 1.49325141e-15
-214.472028 6.73356624e-15
-214.509507 2.93211775e-14
-214.546987 1.23293943e-13
-214.584466 5.00640687e-13
-214.621946 1.96306467e-12
-214.659425 7.43305145e-12
-214.696905 2.71783906e-11
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-215.03422 6.58894753e-07
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diff --git a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index b88a73f..0000000
--- a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/L/graph500-25/max_mem_24G_workers_4/wall_time.png'
-set title "pagerank / graph500-25 (L) — max_mem_24G workers_4\nmedian=211.402s  mean=211.614s  std=2.849s  min=208.115s  max=216.069s  p90=214.208s  p95=215.138s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:1.18044]
-set xrange [207.313452:216.870713]
-set grid y
-set key top right
-set arrow from 211.402147,0 to 211.402147,1.18044 nohead lc rgb 'red' lw 2
-set label 'median 211.402s' at 211.402147,1.18044 offset char 0,1 tc rgb 'red'
-set arrow from 214.207644,0 to 214.207644,1.18044 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 214.208s' at 214.207644,1.18044 offset char 0,1 tc rgb 'orange'
-set arrow from 215.138184,0 to 215.138184,1.18044 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 215.138s' at 215.138184,1.18044 offset char 0,1 tc rgb 'orange'
-set arrow from 211.416021,0 to 211.416021,0.0363214 nohead lc rgb '#666666' lw 1
-set arrow from 208.115440,0 to 208.115440,0.0363214 nohead lc rgb '#666666' lw 1
-set arrow from 216.068725,0 to 216.068725,0.0363214 nohead lc rgb '#666666' lw 1
-set arrow from 211.066317,0 to 211.066317,0.0363214 nohead lc rgb '#666666' lw 1
-set arrow from 211.402147,0 to 211.402147,0.0363214 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/pagerank/L/graph500-25/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/pagerank/L/graph500-25/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/wall_time.png b/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index 0e44a28..0000000
Binary files a/benches/results/pagerank/L/graph500-25/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/benchmark.json b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..f751f8b
--- /dev/null
+++ b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5624 @@
+{
+  "algorithm": "pagerank",
+  "dataset": "graph500-25",
+  "size_class": "L",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/pagerank_graph500-25",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
+      "--max-iter",
+      "10",
+      "--tol",
+      "0.01"
+    ]
+  },
+  "graph": {
+    "vertices": 17000000,
+    "edges": 523000000,
+    "nodes_str": "17M",
+    "edges_str": "523M"
+  },
+  "warmup": {
+    "wall_time_s": 62.293887854000786,
+    "sampling_interval_s": 0.2076462928466693
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
+      "index": 0,
+      "wall_time_s": 62.99432298600732,
+      "peak_rss_kb": 13105868,
+      "peak_disk_bytes": 9160231936.0,
+      "returncode": 0,
+      "n_samples": 303
+    },
+    {
+      "index": 1,
+      "wall_time_s": 62.31956871300645,
+      "peak_rss_kb": 12964460,
+      "peak_disk_bytes": 9071912960.0,
+      "returncode": 0,
+      "n_samples": 299
+    },
+    {
+      "index": 2,
+      "wall_time_s": 62.335009081012686,
+      "peak_rss_kb": 13066976,
+      "peak_disk_bytes": 9520304128.0,
+      "returncode": 0,
+      "n_samples": 298
+    },
+    {
+      "index": 3,
+      "wall_time_s": 61.45924567600014,
+      "peak_rss_kb": 13044520,
+      "peak_disk_bytes": 9220497408.0,
+      "returncode": 0,
+      "n_samples": 293
+    },
+    {
+      "index": 4,
+      "wall_time_s": 61.20262324299256,
+      "peak_rss_kb": 12952256,
+      "peak_disk_bytes": 9353287680.0,
+      "returncode": 0,
+      "n_samples": 291
+    }
+  ],
+  "stats": {
+    "wall_time_s": {
+      "n": 5,
+      "median": 62.31956871300645,
+      "mean": 62.06215393980383,
+      "std": 0.7266262480757619,
+      "min": 61.20262324299256,
+      "max": 62.99432298600732,
+      "p90": 62.73059742400946,
+      "p95": 62.86246020500839
+    },
+    "peak_rss_kb": {
+      "n": 5,
+      "median": 13044520.0,
+      "mean": 13026816.0,
+      "std": 66375.71140108406,
+      "min": 12952256,
+      "max": 13105868,
+      "p90": 13090311.2,
+      "p95": 13098089.600000001
+    },
+    "peak_disk_bytes": {
+      "n": 5,
+      "median": 9220497408.0,
+      "mean": 9265246822.4,
+      "std": 175509287.89677003,
+      "min": 9071912960.0,
+      "max": 9520304128.0,
+      "p90": 9453497548.8,
+      "p95": 9486900838.4
+    },
+    "medges_per_sec": 8.392227526613915
+  },
+  "series": {
+    "alignment": "dtw",
+    "ref_run": 1,
+    "band_frac": 0.25,
+    "grid_size": 100,
+    "rss_bands_gib": [
+      [
+        0.002480316162109375,
+        0.0012756011427265534,
+        0.003685031181492197
+      ],
+      [
+        2.0747895853253797,
+        0.7427984237548224,
+        3.406780746895937
+      ],
+      [
+        4.117108370000366,
+        2.4968291364079525,
+        5.73738760359278
+      ],
+      [
+        7.110003037518109,
+        6.35346855222606,
+        7.866537522810159
+      ],
+      [
+        8.781856749221674,
+        8.747152494059595,
+        8.816561004383754
+      ],
+      [
+        9.135887705511246,
+        9.086828060294465,
+        9.184947350728027
+      ],
+      [
+        9.637631435993182,
+        9.566185948373864,
+        9.7090769236125
+      ],
+      [
+        10.244498264114645,
+        10.178574281303336,
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+        4828206080.0,
+        4887686144.0,
+        4887686144.0,
+        4887686144.0,
+        4806577152.0,
+        4806577152.0,
+        4806577152.0,
+        4806577152.0,
+        4806577152.0,
+        4838709248.0,
+        4838709248.0,
+        4838709248.0,
+        4757159936.0,
+        4757159936.0,
+        4757159936.0,
+        4757159936.0,
+        4774250496.0,
+        4774250496.0,
+        4774250496.0,
+        4729249792.0,
+        4729249792.0,
+        4729249792.0,
+        4729249792.0,
+        4736547840.0,
+        4736547840.0,
+        4713775104.0,
+        4713775104.0,
+        4713775104.0,
+        4713775104.0,
+        4716509184.0,
+        4716509184.0,
+        4706652160.0,
+        4706652160.0,
+        4706652160.0,
+        4707326976.0,
+        4707326976.0,
+        4702839808.0,
+        4702839808.0,
+        4702839808.0,
+        4744782848.0,
+        4744782848.0,
+        4786725888.0,
+        2101466112.0,
+        154678272.0,
+        238564352.0,
+        141982720.0,
+        141982720.0,
+        141982720.0,
+        141982720.0
+      ]
+    }
+  ],
+  "environment": {
+    "timestamp": "2026-09-29T10:57:37.247185+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/disk.dat b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..8d7f642
--- /dev/null
+++ b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.000000 0.000000 0.000000
+2.020202 0.000000 0.000000 0.000000
+3.030303 0.000000 0.000000 0.000000
+4.040404 0.000000 0.000000 0.000000
+5.050505 0.000000 0.000000 0.000000
+6.060606 0.000000 0.000000 0.000000
+7.070707 0.000000 0.000000 0.000000
+8.080808 0.000000 0.000000 0.000000
+9.090909 0.153237 0.103924 0.202549
+10.101010 0.534958 0.364373 0.705543
+11.111111 3.147873 3.062700 3.233045
+12.121212 3.966849 3.857394 4.076304
+13.131313 4.750186 4.577961 4.922411
+14.141414 5.126510 4.344059 5.908962
+15.151515 5.406725 4.181616 6.631835
+16.161616 5.486966 4.199369 6.774564
+17.171717 5.583047 4.145944 7.020150
+18.181818 5.755242 4.284429 7.226054
+19.191919 5.784517 4.283670 7.285363
+20.202020 5.997474 4.465269 7.529679
+21.212121 6.314199 4.863536 7.764861
+22.222222 6.637050 5.431616 7.842484
+23.232323 6.998343 5.919136 8.077549
+24.242424 7.194419 6.260837 8.128000
+25.252525 7.341081 6.365259 8.316902
+26.262626 7.488096 6.578355 8.397838
+27.272727 7.352242 6.616895 8.087589
+28.282828 7.452288 6.883907 8.020669
+29.292929 7.253407 6.434144 8.072669
+30.303030 7.073051 6.461572 7.684529
+31.313131 6.843057 5.796515 7.889600
+32.323232 7.035636 6.068874 8.002397
+33.333333 7.082947 6.124152 8.041742
+34.343434 6.835862 5.361593 8.310130
+35.353535 6.816919 4.986677 8.647162
+36.363636 6.527660 4.482217 8.573104
+37.373737 6.469882 4.371111 8.568653
+38.383838 5.786651 3.210463 8.362840
+39.393939 5.037866 3.494735 6.580996
+40.404040 4.420737 3.952701 4.888772
+41.414141 4.124578 4.044294 4.204862
+42.424242 4.155030 4.055955 4.254105
+43.434343 4.181804 4.087010 4.276597
+44.444444 4.205264 4.129977 4.280551
+45.454545 4.209956 4.131631 4.288280
+46.464646 4.209956 4.131631 4.288280
+47.474747 4.209956 4.131631 4.288280
+48.484848 4.209956 4.131631 4.288280
+49.494949 4.241420 4.220837 4.262004
+50.505051 4.249425 4.249419 4.249431
+51.515152 4.249425 4.249419 4.249431
+52.525253 4.249425 4.249419 4.249431
+53.535354 4.280027 4.211368 4.348686
+54.545455 4.322286 4.205076 4.439497
+55.555556 4.350519 4.191358 4.509680
+56.565657 4.359226 4.207819 4.510633
+57.575758 4.411541 4.292488 4.530594
+58.585859 4.411541 4.292488 4.530594
+59.595960 4.411541 4.292488 4.530594
+60.606061 4.411541 4.292488 4.530594
+61.616162 4.411541 4.292488 4.530594
+62.626263 4.460583 4.385763 4.535403
+63.636364 4.490816 4.365141 4.616492
+64.646465 4.461624 4.385807 4.537440
+65.656566 4.487489 4.394960 4.580018
+66.666667 4.513400 4.410138 4.616663
+67.676768 4.484213 4.431305 4.537121
+68.686869 4.484213 4.431305 4.537121
+69.696970 4.484213 4.431305 4.537121
+70.707071 4.484213 4.431305 4.537121
+71.717172 4.504241 4.500966 4.507515
+72.727273 4.518507 4.479737 4.557276
+73.737374 4.518507 4.479737 4.557276
+74.747475 4.538074 4.480515 4.595633
+75.757576 4.568084 4.461701 4.674468
+76.767677 4.529875 4.460205 4.599546
+77.777778 4.519421 4.478213 4.560629
+78.787879 4.549666 4.472081 4.627251
+79.797980 4.549666 4.472081 4.627251
+80.808081 4.568229 4.493833 4.642625
+81.818182 4.539967 4.464045 4.615890
+82.828283 4.608671 4.438544 4.778797
+83.838384 4.524788 4.424366 4.625210
+84.848485 4.557892 4.430534 4.685251
+85.858586 4.517149 4.413583 4.620716
+86.868687 4.518946 4.416448 4.621443
+87.878788 4.553206 4.432909 4.673503
+88.888889 4.496689 4.381027 4.612351
+89.898990 4.497389 4.382378 4.612400
+90.909091 4.489021 4.377044 4.600998
+91.919192 4.485028 4.385866 4.584190
+92.929293 4.460950 4.387868 4.534031
+93.939394 4.459082 4.383021 4.535143
+94.949495 4.450717 4.380049 4.521385
+95.959596 4.383885 4.380741 4.387028
+96.969697 4.389359 4.376977 4.401740
+97.979798 4.001550 3.340485 4.662615
+98.989899 2.433764 0.000000 4.897936
+100.000000 0.132263 0.132233 0.132294
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/disk.gnuplot b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..cfc7710
--- /dev/null
+++ b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/L/graph500-25/max_mem_30G_workers_16/disk.png'
+set title "pagerank / graph500-25 (L) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pagerank/L/graph500-25/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/disk.png b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..81b451a
Binary files /dev/null and b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/rss.dat b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..81ab6db
--- /dev/null
+++ b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.002480 0.001276 0.003685
+1.010101 2.074790 0.742798 3.406781
+2.020202 4.117108 2.496829 5.737388
+3.030303 7.110003 6.353469 7.866538
+4.040404 8.781857 8.747152 8.816561
+5.050505 9.135888 9.086828 9.184947
+6.060606 9.637631 9.566186 9.709077
+7.070707 10.244498 10.178574 10.310422
+8.080808 10.929143 10.854986 11.003300
+9.090909 11.621167 11.557357 11.684977
+10.101010 12.190181 12.090557 12.289804
+11.111111 12.268231 12.198144 12.338319
+12.121212 12.269310 12.199730 12.338890
+13.131313 12.269935 12.199880 12.339990
+14.141414 12.272346 12.199867 12.344825
+15.151515 12.274654 12.200904 12.348403
+16.161616 12.275228 12.202207 12.348249
+17.171717 12.276127 12.203498 12.348756
+18.181818 12.277489 12.204805 12.350172
+19.191919 12.277633 12.205121 12.350146
+20.202020 12.279891 12.206068 12.353715
+21.212121 12.283343 12.206875 12.359812
+22.222222 12.286210 12.211230 12.361190
+23.232323 12.290704 12.214626 12.366781
+24.242424 12.293384 12.218558 12.368210
+25.252525 12.295833 12.219943 12.371723
+26.262626 12.297618 12.221050 12.374187
+27.272727 12.299901 12.224675 12.375127
+28.282828 12.302612 12.228233 12.376991
+29.292929 12.303881 12.228792 12.378970
+30.303030 12.308491 12.232226 12.384756
+31.313131 12.309025 12.233095 12.384954
+32.323232 12.311310 12.235455 12.387166
+33.333333 12.312032 12.235668 12.388397
+34.343434 12.312511 12.236626 12.388397
+35.353535 12.313881 12.237359 12.390403
+36.363636 12.315882 12.240337 12.391428
+37.373737 12.317753 12.243316 12.392190
+38.383838 12.324973 12.249387 12.400560
+39.393939 12.331884 12.252334 12.411434
+40.404040 12.338460 12.260860 12.416060
+41.414141 12.347398 12.270626 12.424169
+42.424242 12.355372 12.282140 12.428603
+43.434343 12.361578 12.289577 12.433579
+44.444444 12.363441 12.289714 12.437168
+45.454545 12.365341 12.290933 12.439750
+46.464646 12.365453 12.291186 12.439720
+47.474747 12.365625 12.291246 12.440004
+48.484848 12.365724 12.291468 12.439979
+49.494949 12.366779 12.294234 12.439325
+50.505051 12.367862 12.294588 12.441137
+51.515152 12.368271 12.295049 12.441492
+52.525253 12.368826 12.295600 12.442053
+53.535354 12.374577 12.296592 12.452563
+54.545455 12.378187 12.300498 12.455876
+55.555556 12.381564 12.304932 12.458195
+56.565657 12.384675 12.306014 12.463336
+57.575758 12.389010 12.308925 12.469095
+58.585859 12.389026 12.308914 12.469138
+59.595960 12.389037 12.308917 12.469158
+60.606061 12.389037 12.308917 12.469158
+61.616162 12.389040 12.308922 12.469157
+62.626263 12.395627 12.320608 12.470646
+63.636364 12.396077 12.320298 12.471857
+64.646465 12.396504 12.320292 12.472716
+65.656566 12.398916 12.323723 12.474109
+66.666667 12.399925 12.326186 12.473665
+67.676768 12.400154 12.326652 12.473657
+68.686869 12.400349 12.326911 12.473788
+69.696970 12.400390 12.327001 12.473778
+70.707071 12.400392 12.327006 12.473778
+71.717172 12.401703 12.330443 12.472962
+72.727273 12.403218 12.329337 12.477099
+73.737374 12.403225 12.329349 12.477100
+74.747475 12.403869 12.330690 12.477049
+75.757576 12.403851 12.330606 12.477096
+76.767677 12.404020 12.330984 12.477055
+77.777778 12.406643 12.331139 12.482148
+78.787879 12.407430 12.331998 12.482861
+79.797980 12.407683 12.332428 12.482938
+80.808081 12.407849 12.332801 12.482898
+81.818182 12.408742 12.333451 12.484032
+82.828283 12.408891 12.333484 12.484299
+83.838384 12.408879 12.333349 12.484410
+84.848485 12.408822 12.333231 12.484414
+85.858586 12.408911 12.333435 12.484387
+86.868687 12.409316 12.334338 12.484293
+87.878788 12.408948 12.333525 12.484371
+88.888889 12.409357 12.333818 12.484896
+89.898990 12.409242 12.333577 12.484907
+90.909091 12.410822 12.335393 12.486252
+91.919192 12.411268 12.336034 12.486502
+92.929293 12.411549 12.336739 12.486358
+93.939394 12.412439 12.338370 12.486509
+94.949495 12.414406 12.339772 12.489040
+95.959596 12.416978 12.344063 12.489893
+96.969697 12.419878 12.347024 12.492731
+97.979798 12.419479 12.344490 12.494468
+98.989899 11.077863 8.889676 13.266051
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/rss.gnuplot b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..52f672f
--- /dev/null
+++ b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/L/graph500-25/max_mem_30G_workers_16/rss.png'
+set title "pagerank / graph500-25 (L) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pagerank/L/graph500-25/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/rss.png b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..66d0c95
Binary files /dev/null and b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/wall_time.dat b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..085a1cf
--- /dev/null
+++ b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+59.1942064 5.93659525e-05
+59.216985 7.12752295e-05
+59.2397635 8.54019654e-05
+59.2625421 0.000102123473
+59.2853207 0.000121874311
+59.3080992 0.00014515369
+59.3308778 0.000172533618
+59.3536564 0.000204667816
+59.3764349 0.000242301443
+59.3992135 0.000286281651
+59.421992 0.000337568995
+59.4447706 0.000397249695
+59.4675492 0.000466548772
+59.4903277 0.000546844009
+59.5131063 0.000639680746
+59.5358849 0.000746787435
+59.5586634 0.000870091899
+59.581442 0.00101173821
+59.6042205 0.00117410408
+59.6269991 0.00135981859
+59.6497777 0.00157178022
+59.6725562 0.00181317476
+59.6953348 0.00208749315
+59.7181134 0.00239854877
+59.7408919 0.00275049408
+59.7636705 0.00314783613
+59.786449 0.00359545073
+59.8092276 0.00409859485
+59.8320062 0.0046629168
+59.8547847 0.00529446391
+59.8775633 0.00599968708
+59.9003418 0.00678544191
+59.9231204 0.00765898581
+59.945899 0.00862797074
+59.9686775 0.00970043093
+59.9914561 0.0108847653
+60.0142347 0.0121897143
+60.0370132 0.01362433
+60.0597918 0.01519794
+60.0825703 0.0169201049
+60.1053489 0.0188005676
+60.1281275 0.020849196
+60.150906 0.0230759188
+60.1736846 0.0254906529
+60.1964632 0.0281032242
+60.2192417 0.0309232819
+60.2420203 0.0339602052
+60.2647988 0.0372230051
+60.2875774 0.0407202201
+60.310356 0.0444598073
+60.3331345 0.0484490308
+60.3559131 0.0526943463
+60.3786917 0.0572012857
+60.4014702 0.0619743408
+60.4242488 0.067016849
+60.4470273 0.0723308827
+60.4698059 0.0779171424
+60.4925845 0.0837748573
+60.515363 0.0899016946
+60.5381416 0.0962936776
+60.5609202 0.102945118
+60.5836987 0.109848559
+60.6064773 0.116994737
+60.6292558 0.12437256
+60.6520344 0.131969102
+60.674813 0.139769619
+60.6975915 0.147757584
+60.7203701 0.155914751
+60.7431487 0.164221228
+60.7659272 0.172655585
+60.7887058 0.181194977
+60.8114843 0.189815294
+60.8342629 0.198491322
+60.8570415 0.207196942
+60.87982 0.215905326
+60.9025986 0.224589166
+60.9253772 0.23322091
+60.9481557 0.241773013
+60.9709343 0.250218191
+60.9937128 0.258529687
+61.0164914 0.266681539
+61.03927 0.27464884
+61.0620485 0.282408005
+61.0848271 0.289937013
+61.1076057 0.297215655
+61.1303842 0.304225749
+61.1531628 0.310951348
+61.1759413 0.317378917
+61.1987199 0.323497482
+61.2214985 0.329298761
+61.244277 0.334777248
+61.2670556 0.339930271
+61.2898342 0.344758018
+61.3126127 0.349263514
+61.3353913 0.353452571
+61.3581698 0.357333699
+61.3809484 0.360917973
+61.403727 0.364218875
+61.4265055 0.36725209
+61.4492841 0.370035282
+61.4720627 0.372587837
+61.4948412 0.374930575
+61.5176198 0.377085449
+61.5403983 0.379075225
+61.5631769 0.380923147
+61.5859555 0.382652595
+61.608734 0.384286747
+61.6315126 0.385848233
+61.6542911 0.387358806
+61.6770697 0.388839022
+61.6998483 0.390307941
+61.7226268 0.391782846
+61.7454054 0.393278992
+61.768184 0.394809387
+61.7909625 0.396384605
+61.8137411 0.398012632
+61.8365196 0.399698762
+61.8592982 0.40144552
+61.8820768 0.403252636
+61.9048553 0.405117057
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diff --git a/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..ec991d2
--- /dev/null
+++ b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/L/graph500-25/max_mem_30G_workers_16/wall_time.png'
+set title "pagerank / graph500-25 (L) — max_mem_30G workers_16\nmedian=62.320s  mean=62.062s  std=0.727s  min=61.203s  max=62.994s  p90=62.731s  p95=62.862s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.561812]
+set xrange [59.194206:65.002740]
+set grid y
+set key top right
+set arrow from 62.319569,0 to 62.319569,0.561812 nohead lc rgb 'red' lw 2
+set label 'median 62.320s' at 62.319569,0.561812 offset char 0,1 tc rgb 'red'
+set arrow from 62.730597,0 to 62.730597,0.561812 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 62.731s' at 62.730597,0.561812 offset char 0,1 tc rgb 'orange'
+set arrow from 62.862460,0 to 62.862460,0.561812 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 62.862s' at 62.862460,0.561812 offset char 0,1 tc rgb 'orange'
+set arrow from 62.994323,0 to 62.994323,0.0172865 nohead lc rgb '#666666' lw 1
+set arrow from 62.319569,0 to 62.319569,0.0172865 nohead lc rgb '#666666' lw 1
+set arrow from 62.335009,0 to 62.335009,0.0172865 nohead lc rgb '#666666' lw 1
+set arrow from 61.459246,0 to 61.459246,0.0172865 nohead lc rgb '#666666' lw 1
+set arrow from 61.202623,0 to 61.202623,0.0172865 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/pagerank/L/graph500-25/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/pagerank/L/graph500-25/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/wall_time.png b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..bd014f9
Binary files /dev/null and b/benches/results/pagerank/L/graph500-25/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/benchmark.json b/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index 50116e6..0000000
--- a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,5792 +0,0 @@
-{
-  "algorithm": "pagerank",
-  "dataset": "graph500-24",
-  "size_class": "M",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/pagerank_graph500-24",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--max-iter",
-      "10",
-      "--tol",
-      "0.01"
-    ]
-  },
-  "graph": {
-    "vertices": 8000000,
-    "edges": 260000000,
-    "nodes_str": "8M",
-    "edges_str": "260M"
-  },
-  "warmup": {
-    "wall_time_s": 91.96951227099999,
-    "sampling_interval_s": 0.3065650409033333
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 92.02292470300017,
-      "peak_rss_kb": 5602968,
-      "peak_disk_bytes": 2705036288.0,
-      "returncode": 0,
-      "n_samples": 300
-    },
-    {
-      "index": 1,
-      "wall_time_s": 100.95696300700001,
-      "peak_rss_kb": 5693196,
-      "peak_disk_bytes": 2673547264.0,
-      "returncode": 0,
-      "n_samples": 328
-    },
-    {
-      "index": 2,
-      "wall_time_s": 96.33341423399997,
-      "peak_rss_kb": 5642316,
-      "peak_disk_bytes": 2553310208.0,
-      "returncode": 0,
-      "n_samples": 313
-    },
-    {
-      "index": 3,
-      "wall_time_s": 92.65225241400003,
-      "peak_rss_kb": 5488880,
-      "peak_disk_bytes": 2657372160.0,
-      "returncode": 0,
-      "n_samples": 300
-    },
-    {
-      "index": 4,
-      "wall_time_s": 92.75308684100037,
-      "peak_rss_kb": 5664460,
-      "peak_disk_bytes": 2672672768.0,
-      "returncode": 0,
-      "n_samples": 299
-    }
-  ],
-  "stats": {
-    "wall_time_s": {
-      "n": 5,
-      "median": 92.75308684100037,
-      "mean": 94.94372823980011,
-      "std": 3.764009963685053,
-      "min": 92.02292470300017,
-      "max": 100.95696300700001,
-      "p90": 99.10754349780001,
-      "p95": 100.0322532524
-    },
-    "peak_rss_kb": {
-      "n": 5,
-      "median": 5642316.0,
-      "mean": 5618364.0,
-      "std": 79532.24317218772,
-      "min": 5488880,
-      "max": 5693196,
-      "p90": 5681701.6,
-      "p95": 5687448.8
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-      "mean": 2652387737.6,
-      "std": 58035073.90648146,
-      "min": 2553310208.0,
-      "max": 2705036288.0,
-      "p90": 2692440678.4,
-      "p95": 2698738483.2000003
-    },
-    "medges_per_sec": 2.803141209151329
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-  "series": {
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-    "ref_run": 4,
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-    "grid_size": 100,
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diff --git a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/disk.dat b/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index b5a1d00..0000000
--- a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/disk.dat
+++ /dev/null
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-72.727273 2.264552 2.145488 2.383616
-73.737374 2.249788 2.133949 2.365627
-74.747475 2.209319 2.172702 2.245935
-75.757576 2.207024 2.172208 2.241841
-76.767677 2.215937 2.158114 2.273759
-77.777778 2.209524 2.155901 2.263147
-78.787879 2.205775 2.142287 2.269263
-79.797980 2.197712 2.160291 2.235133
-80.808081 2.197777 2.160418 2.235136
-81.818182 2.197777 2.160418 2.235136
-82.828283 2.202966 2.156694 2.249238
-83.838384 2.195483 2.161138 2.229828
-84.848485 2.195483 2.161138 2.229828
-85.858586 2.198431 2.160090 2.236772
-86.868687 2.201885 2.157654 2.246115
-87.878788 2.190233 2.159462 2.221005
-88.888889 2.180517 2.168798 2.192236
-89.898990 2.187652 2.168867 2.206437
-90.909091 2.179895 2.169429 2.190361
-91.919192 2.180493 2.169620 2.191367
-92.929293 2.179473 2.169166 2.189780
-93.939394 2.179473 2.169166 2.189780
-94.949495 2.180799 2.168335 2.193264
-95.959596 2.177227 2.166198 2.188256
-96.969697 2.172995 2.172923 2.173067
-97.979798 2.196977 2.184216 2.209738
-98.989899 1.456925 0.956169 1.957682
-100.000000 0.069471 0.069462 0.069481
diff --git a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/disk.gnuplot b/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index e474422..0000000
--- a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/M/graph500-24/max_mem_24G_workers_4/disk.png'
-set title "pagerank / graph500-24 (M) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/pagerank/M/graph500-24/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/disk.png b/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index 983364f..0000000
Binary files a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/rss.dat b/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index 29080f7..0000000
--- a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.002748 0.001218 0.004278
-1.010101 1.111864 1.062915 1.160812
-2.020202 2.174653 2.079403 2.269903
-3.030303 3.234712 3.091482 3.377942
-4.040404 4.285732 4.107217 4.464247
-5.050505 4.869330 4.655571 5.083089
-6.060606 5.098004 4.942003 5.254005
-7.070707 5.197558 5.092489 5.302627
-8.080808 5.218039 5.115050 5.321027
-9.090909 5.227820 5.123430 5.332210
-10.101010 5.241004 5.149036 5.332971
-11.111111 5.249139 5.161361 5.336916
-12.121212 5.251827 5.165762 5.337892
-13.131313 5.253777 5.167417 5.340137
-14.141414 5.255520 5.167690 5.343351
-15.151515 5.256603 5.167645 5.345562
-16.161616 5.259367 5.169283 5.349450
-17.171717 5.261601 5.169540 5.353662
-18.181818 5.265745 5.173022 5.358469
-19.191919 5.269594 5.181428 5.357760
-20.202020 5.269680 5.181457 5.357903
-21.212121 5.269680 5.181457 5.357903
-22.222222 5.269680 5.181457 5.357903
-23.232323 5.269692 5.181461 5.357923
-24.242424 5.269700 5.181463 5.357937
-25.252525 5.271325 5.186527 5.356122
-26.262626 5.272077 5.186845 5.357309
-27.272727 5.273118 5.188918 5.357318
-28.282828 5.281814 5.194060 5.369568
-29.292929 5.293988 5.203462 5.384515
-30.303030 5.300834 5.212651 5.389017
-31.313131 5.311512 5.220652 5.402372
-32.323232 5.319509 5.228515 5.410503
-33.333333 5.324378 5.236435 5.412320
-34.343434 5.327552 5.236617 5.418487
-35.353535 5.329793 5.238202 5.421384
-36.363636 5.332032 5.243958 5.420106
-37.373737 5.332151 5.243964 5.420339
-38.383838 5.332153 5.243964 5.420343
-39.393939 5.332166 5.243970 5.420363
-40.404040 5.332181 5.243985 5.420377
-41.414141 5.332184 5.243987 5.420382
-42.424242 5.332247 5.243987 5.420506
-43.434343 5.332393 5.243992 5.420795
-44.444444 5.332310 5.244018 5.420603
-45.454545 5.332268 5.243878 5.420658
-46.464646 5.332357 5.243893 5.420821
-47.474747 5.334472 5.244075 5.424869
-48.484848 5.333551 5.244903 5.422199
-49.494949 5.334400 5.246158 5.422642
-50.505051 5.335008 5.247301 5.422715
-51.515152 5.336509 5.248931 5.424087
-52.525253 5.337386 5.249162 5.425610
-53.535354 5.339684 5.249252 5.430115
-54.545455 5.339937 5.249557 5.430317
-55.555556 5.340062 5.249688 5.430436
-56.565657 5.341051 5.252204 5.429898
-57.575758 5.340621 5.252257 5.428985
-58.585859 5.341225 5.252093 5.430357
-59.595960 5.341272 5.252104 5.430440
-60.606061 5.343041 5.253597 5.432484
-61.616162 5.341222 5.253004 5.429439
-62.626263 5.341287 5.253030 5.429544
-63.636364 5.341501 5.253297 5.429704
-64.646465 5.342607 5.254186 5.431028
-65.656566 5.342650 5.254198 5.431102
-66.666667 5.342689 5.254207 5.431172
-67.676768 5.342569 5.254128 5.431009
-68.686869 5.342609 5.254141 5.431077
-69.696970 5.343037 5.254370 5.431703
-70.707071 5.343113 5.254390 5.431835
-71.717172 5.342961 5.253861 5.432060
-72.727273 5.342979 5.253856 5.432102
-73.737374 5.343503 5.254534 5.432471
-74.747475 5.343861 5.255464 5.432257
-75.757576 5.343880 5.255696 5.432064
-76.767677 5.344057 5.255928 5.432186
-77.777778 5.344070 5.255983 5.432157
-78.787879 5.344680 5.255787 5.433572
-79.797980 5.344629 5.255509 5.433748
-80.808081 5.344676 5.255493 5.433859
-81.818182 5.345747 5.255703 5.435790
-82.828283 5.344928 5.255549 5.434306
-83.838384 5.344955 5.255555 5.434354
-84.848485 5.344970 5.255558 5.434382
-85.858586 5.344604 5.255476 5.433731
-86.868687 5.344626 5.255481 5.433771
-87.878788 5.344631 5.255482 5.433780
-88.888889 5.345036 5.255587 5.434484
-89.898990 5.346119 5.258905 5.433333
-90.909091 5.346129 5.258934 5.433325
-91.919192 5.346911 5.259077 5.434745
-92.929293 5.346879 5.258966 5.434793
-93.939394 5.346879 5.258966 5.434793
-94.949495 5.346773 5.258968 5.434578
-95.959596 5.346778 5.258969 5.434587
-96.969697 5.346854 5.259028 5.434679
-97.979798 5.349007 5.261439 5.436574
-98.989899 5.353355 5.266881 5.439830
-100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/rss.gnuplot b/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index 5d8c919..0000000
--- a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/M/graph500-24/max_mem_24G_workers_4/rss.png'
-set title "pagerank / graph500-24 (M) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/pagerank/M/graph500-24/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/rss.png b/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index 0ed7a58..0000000
Binary files a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/wall_time.dat b/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 752ec19..0000000
--- a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-83.580796 1.9356887e-05
-83.6820443 2.35495041e-05
-83.7832925 2.85859089e-05
-83.8845407 3.46215375e-05
-83.9857889 4.18374229e-05
-84.0870371 5.04438062e-05
-84.1882854 6.06841452e-05
-84.2895336 7.28395433e-05
-84.3907818 8.72336191e-05
-84.49203 0.000104237835
-84.5932782 0.0001242773
-84.6945264 0.000147837048
-84.7957747 0.000175468804
-84.8970229 0.000207798221
-84.9982711 0.000245532575
-85.0995193 0.000289468902
-85.2007675 0.000340502513
-85.3020158 0.000399635865
-85.403264 0.000467987692
-85.5045122 0.000546802335
-85.6057604 0.000637459151
-85.7070086 0.000741481887
-85.8082568 0.000860547877
-85.9095051 0.000996496904
-86.0107533 0.00115133953
-86.1120015 0.00132726473
-86.2132497 0.00152664653
-86.3144979 0.00175204948
-86.4157462 0.00200623273
-86.5169944 0.0022921523
-86.6182426 0.00261296137
-86.7194908 0.00297200834
-86.820739 0.0033728322
-86.9219872 0.00381915508
-87.0232355 0.00431487163
-87.1244837 0.00486403488
-87.2257319 0.00547083858
-87.3269801 0.00613959541
-87.4282283 0.00687471131
-87.5294766 0.00768065549
-87.6307248 0.00856192608
-87.731973 0.00952301163
-87.8332212 0.0105683481
-87.9344694 0.0117022721
-88.0357176 0.0129289694
-88.1369659 0.0142524212
-88.2382141 0.0156763455
-88.3394623 0.017204137
-88.4407105 0.0188388043
-88.5419587 0.0205829058
-88.643207 0.0224384847
-88.7444552 0.0244070045
-88.8457034 0.0264892851
-88.9469516 0.0286854415
-89.0481998 0.0309948258
-89.149448 0.0334159724
-89.2506963 0.03594655
-89.3519445 0.0385833193
-89.4531927 0.0413220981
-89.5544409 0.0441577359
-89.6556891 0.0470840974
-89.7569374 0.0500940568
-89.8581856 0.0531795037
-89.9594338 0.0563313607
-90.060682 0.0595396137
-90.1619302 0.0627933547
-90.2631784 0.0660808382
-90.3644267 0.0693895495
-90.4656749 0.0727062866
-90.5669231 0.0760172533
-90.6681713 0.0793081641
-90.7694195 0.082564359
-90.8706678 0.0857709275
-90.971916 0.0889128404
-91.0731642 0.0919750871
-91.1744124 0.0949428182
-91.2756606 0.0978014894
-91.3769088 0.100537006
-91.4781571 0.103135866
-91.5794053 0.1055853
-91.6806535 0.107873403
-91.7819017 0.10998926
-91.8831499 0.11192306
-91.9843981 0.1136662
-92.0856464 0.115211376
-92.1868946 0.116552652
-92.2881428 0.117685525
-92.389391 0.118606958
-92.4906392 0.119315408
-92.5918875 0.119810827
-92.6931357 0.120094649
-92.7943839 0.120169755
-92.8956321 0.120040422
-92.9968803 0.119712258
-93.0981285 0.119192117
-93.1993768 0.118487998
-93.300625 0.117608941
-93.4018732 0.116564898
-93.5031214 0.115366612
-93.6043696 0.114025472
-93.7056179 0.112553381
-93.8068661 0.110962606
-93.9081143 0.109265644
-94.0093625 0.107475078
-94.1106107 0.105603444
-94.2118589 0.103663109
-94.3131072 0.101666146
-94.4143554 0.0996242346
-94.5156036 0.0975485596
-94.6168518 0.0954497325
-94.7181 0.0933377221
-94.8193483 0.0912218007
-94.9205965 0.0891105049
-95.0218447 0.0870116112
-95.1230929 0.0849321252
-95.2243411 0.0828782849
-95.3255893 0.0808555765
-95.4268376 0.0788687611
-95.5280858 0.0769219126
-95.629334 0.0750184635
-95.7305822 0.0731612581
-95.8318304 0.0713526112
-95.9330787 0.0695943699
-96.0343269 0.0678879783
-96.1355751 0.0662345413
-96.2368233 0.064634888
-96.3380715 0.0630896313
-96.4393197 0.0615992237
-96.540568 0.0601640077
-96.6418162 0.058784259
-96.7430644 0.057460223
-96.8443126 0.0561921432
-96.9455608 0.0549802808
-97.0468091 0.0538249263
-97.1480573 0.0527264024
-97.2493055 0.0516850594
-97.3505537 0.0507012617
-97.4518019 0.049775369
-97.5530501 0.0489077098
-97.6542984 0.0480985513
-97.7555466 0.0473480639
-97.8567948 0.0466562837
-97.958043 0.0460230735
-98.0592912 0.0454480826
-98.1605395 0.0449307084
-98.2617877 0.0444700596
-98.3630359 0.0440649228
-98.4642841 0.0437137337
-98.5655323 0.0434145528
-98.6667805 0.0431650484
-98.7680288 0.042962485
-98.869277 0.0428037203
-98.9705252 0.0426852093
-99.0717734 0.0426030157
-99.1730216 0.0425528321
-99.2742699 0.0425300072
-99.3755181 0.0425295804
-99.4767663 0.0425463235
-99.5780145 0.0425747883
-99.6792627 0.0426093592
-99.7805109 0.0426443113
-99.8817592 0.0426738709
-99.9830074 0.0426922792
-100.084256 0.0426938571
-100.185504 0.04267307
-100.286752 0.0426245924
-100.388 0.0425433695
-100.489248 0.0424246768
-100.590497 0.0422641748
-100.691745 0.0420579595
-100.792993 0.0418026063
-100.894241 0.0414952084
-100.99549 0.0411334074
-101.096738 0.0407154168
-101.197986 0.0402400376
-101.299234 0.0397066662
-101.400482 0.0391152941
-101.501731 0.0384664999
-101.602979 0.0377614341
-101.704227 0.0370017963
-101.805475 0.0361898056
-101.906724 0.0353281657
-102.007972 0.0344200242
-102.10922 0.0334689269
-102.210468 0.032478769
-102.311716 0.0314537429
-102.412965 0.0303982844
-102.514213 0.029317017
-102.615461 0.0282146961
-102.716709 0.0270961545
-102.817957 0.0259662476
-102.919206 0.0248298021
-103.020454 0.0236915662
-103.121702 0.0225561642
-103.22295 0.0214280534
-103.324199 0.0203114866
-103.425447 0.0192104782
-103.526695 0.0181287752
-103.627943 0.0170698334
-103.729191 0.0160367981
-103.83044 0.01503249
-103.931688 0.0140593957
-104.032936 0.0131196628
-104.134184 0.0122150998
-104.235433 0.0113471795
-104.336681 0.0105170466
-104.437929 0.00972552817
-104.539177 0.00897314799
-104.640425 0.00826014241
-104.741674 0.00758647897
-104.842922 0.00695187661
-104.94417 0.0063558271
-105.045418 0.00579761735
-105.146667 0.0052763523
-105.247915 0.00479097786
-105.349163 0.00434030375
-105.450411 0.00392302577
-105.551659 0.00353774739
-105.652908 0.00318300038
-105.754156 0.00285726425
-105.855404 0.00255898439
-105.956652 0.00228658885
-106.0579 0.00203850354
-106.159149 0.00181316598
-106.260397 0.00160903741
-106.361645 0.00142461334
-106.462893 0.00125843268
-106.564142 0.00110908523
-106.66539 0.000975217901
-106.766638 0.000855539547
-106.867886 0.000748824559
-106.969134 0.000653915347
-107.070383 0.000569723781
-107.171631 0.000495231713
-107.272879 0.000429490689
-107.374127 0.000371620955
-107.475376 0.000320809864
-107.576624 0.000276309776
-107.677872 0.000237435557
-107.77912 0.000203561756
-107.880368 0.000174119537
-107.981617 0.00014859345
-108.082865 0.000126518095
-108.184113 0.000107474741
-108.285361 9.10879499e-05
-108.386609 7.70222466e-05
-108.487858 6.49788693e-05
-108.589106 5.46926303e-05
-108.690354 4.59289108e-05
-108.791602 3.84808044e-05
-108.892851 3.21664241e-05
-108.994099 2.68263791e-05
-109.095347 2.23214269e-05
-109.196595 1.85303005e-05
-109.297843 1.53477095e-05
-109.399092 1.26825117e-05
diff --git a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index ba6dcc4..0000000
--- a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/M/graph500-24/max_mem_24G_workers_4/wall_time.png'
-set title "pagerank / graph500-24 (M) — max_mem_24G workers_4\nmedian=92.753s  mean=94.944s  std=3.764s  min=92.023s  max=100.957s  p90=99.108s  p95=100.032s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.156221]
-set xrange [83.580796:109.399092]
-set grid y
-set key top right
-set arrow from 92.753087,0 to 92.753087,0.156221 nohead lc rgb 'red' lw 2
-set label 'median 92.753s' at 92.753087,0.156221 offset char 0,1 tc rgb 'red'
-set arrow from 99.107543,0 to 99.107543,0.156221 nohead lc rgb 'orange' lw 1 dt 2
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diff --git a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/wall_time.png b/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index 09123a1..0000000
Binary files a/benches/results/pagerank/M/graph500-24/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/benchmark.json b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..3befaad
--- /dev/null
+++ b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5522 @@
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+      ]
+    }
+  ],
+  "environment": {
+    "timestamp": "2026-09-29T08:56:39.929340+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/disk.dat b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..d39b3ff
--- /dev/null
+++ b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.000000 0.000000 0.000000
+2.020202 0.000000 0.000000 0.000000
+3.030303 0.000000 0.000000 0.000000
+4.040404 0.000000 0.000000 0.000000
+5.050505 0.000000 0.000000 0.000000
+6.060606 0.000000 0.000000 0.000000
+7.070707 0.000126 0.000000 0.000449
+8.080808 0.094559 0.005185 0.183933
+9.090909 0.334228 0.226727 0.441730
+10.101010 0.539978 0.450570 0.629386
+11.111111 0.706916 0.652038 0.761795
+12.121212 0.972353 0.718367 1.226340
+13.131313 1.173569 0.866952 1.480186
+14.141414 1.498210 1.062799 1.933620
+15.151515 1.646828 1.262573 2.031083
+16.161616 1.750797 1.446304 2.055291
+17.171717 1.826261 1.523744 2.128777
+18.181818 1.923058 1.720747 2.125369
+19.191919 2.031039 1.982675 2.079403
+20.202020 2.051047 2.003316 2.098779
+21.212121 2.054974 2.003305 2.106643
+22.222222 2.064239 2.016247 2.112230
+23.232323 2.078727 2.015444 2.142010
+24.242424 2.095359 2.043772 2.146946
+25.252525 2.100798 2.061805 2.139791
+26.262626 2.119573 2.080001 2.159145
+27.272727 2.119573 2.080001 2.159145
+28.282828 2.119573 2.080001 2.159145
+29.292929 2.119573 2.080001 2.159145
+30.303030 2.119573 2.080001 2.159145
+31.313131 2.119573 2.080001 2.159145
+32.323232 2.119573 2.080001 2.159145
+33.333333 2.121241 2.077379 2.165104
+34.343434 2.121241 2.077379 2.165104
+35.353535 2.121241 2.077379 2.165104
+36.363636 2.121241 2.077379 2.165104
+37.373737 2.130255 2.063219 2.197292
+38.383838 2.137932 2.072956 2.202907
+39.393939 2.150585 2.085631 2.215538
+40.404040 2.184597 2.147790 2.221403
+41.414141 2.203611 2.171027 2.236195
+42.424242 2.233759 2.228114 2.239403
+43.434343 2.233759 2.228114 2.239403
+44.444444 2.235513 2.233065 2.237961
+45.454545 2.235513 2.233065 2.237961
+46.464646 2.235513 2.233065 2.237961
+47.474747 2.235513 2.233065 2.237961
+48.484848 2.235513 2.233065 2.237961
+49.494949 2.235513 2.233065 2.237961
+50.505051 2.235513 2.233065 2.237961
+51.515152 2.244031 2.219682 2.268381
+52.525253 2.248608 2.212492 2.284723
+53.535354 2.234942 2.233960 2.235924
+54.545455 2.247282 2.215785 2.278780
+55.555556 2.280785 2.233263 2.328307
+56.565657 2.271662 2.229066 2.314257
+57.575758 2.271662 2.229066 2.314257
+58.585859 2.271662 2.229066 2.314257
+59.595960 2.271662 2.229066 2.314257
+60.606061 2.271662 2.229066 2.314257
+61.616162 2.271662 2.229066 2.314257
+62.626263 2.281726 2.235714 2.327737
+63.636364 2.289755 2.254106 2.325404
+64.646465 2.237092 2.231337 2.242848
+65.656566 2.250195 2.214628 2.285762
+66.666667 2.278906 2.244431 2.313380
+67.676768 2.256686 2.222473 2.290899
+68.686869 2.244219 2.202482 2.285956
+69.696970 2.246897 2.207662 2.286132
+70.707071 2.232681 2.182931 2.282431
+71.717172 2.231759 2.180495 2.283023
+72.727273 2.234610 2.184811 2.284408
+73.737374 2.225528 2.177687 2.273370
+74.747475 2.216738 2.183026 2.250450
+75.757576 2.214604 2.182810 2.246397
+76.767677 2.214604 2.182810 2.246397
+77.777778 2.214604 2.182810 2.246397
+78.787879 2.220048 2.181963 2.258132
+79.797980 2.216225 2.183047 2.249403
+80.808081 2.210322 2.179658 2.240986
+81.818182 2.210322 2.179658 2.240986
+82.828283 2.212667 2.180875 2.244458
+83.838384 2.208821 2.177524 2.240118
+84.848485 2.205657 2.172308 2.239007
+85.858586 2.206403 2.173045 2.239760
+86.868687 2.204174 2.169706 2.238642
+87.878788 2.201771 2.165100 2.238442
+88.888889 2.202636 2.166690 2.238581
+89.898990 2.200606 2.162912 2.238300
+90.909091 2.200606 2.162912 2.238300
+91.919192 2.199976 2.161610 2.238342
+92.929293 2.199148 2.159966 2.238330
+93.939394 2.198968 2.159593 2.238342
+94.949495 2.181505 2.168598 2.194412
+95.959596 2.172531 2.172525 2.172536
+96.969697 2.115735 1.969715 2.261755
+97.979798 0.101313 0.060837 0.141788
+98.989899 0.074890 0.063404 0.086376
+100.000000 0.069467 0.069448 0.069487
diff --git a/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..687ed99
--- /dev/null
+++ b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/M/graph500-24/max_mem_30G_workers_16/disk.png'
+set title "pagerank / graph500-24 (M) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pagerank/M/graph500-24/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/disk.png b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..2eeae35
Binary files /dev/null and b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/rss.dat b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..a9d1ac6
--- /dev/null
+++ b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.002448 0.001355 0.003540
+1.010101 1.041485 1.026711 1.056258
+2.020202 2.037146 2.016785 2.057506
+3.030303 3.027715 2.988516 3.066914
+4.040404 4.008304 3.956431 4.060177
+5.050505 4.471269 4.452244 4.490293
+6.060606 4.546213 4.496367 4.596058
+7.070707 4.648294 4.575627 4.720962
+8.080808 4.810477 4.663216 4.957737
+9.090909 4.867633 4.748665 4.986602
+10.101010 4.881322 4.758241 5.004403
+11.111111 4.896319 4.783088 5.009550
+12.121212 4.919032 4.807461 5.030602
+13.131313 4.927103 4.809811 5.044395
+14.141414 4.933790 4.820363 5.047218
+15.151515 4.936318 4.821728 5.050909
+16.161616 4.939593 4.826819 5.052367
+17.171717 4.941841 4.829987 5.053695
+18.181818 4.945172 4.833579 5.056766
+19.191919 4.946632 4.834386 5.058877
+20.202020 4.949974 4.835299 5.064648
+21.212121 4.950515 4.835683 5.065347
+22.222222 4.951081 4.835736 5.066425
+23.232323 4.953774 4.842778 5.064769
+24.242424 4.954288 4.843150 5.065425
+25.252525 4.954741 4.843077 5.066405
+26.262626 4.957049 4.845620 5.068478
+27.272727 4.957078 4.845603 5.068553
+28.282828 4.957102 4.845620 5.068583
+29.292929 4.957108 4.845625 5.068591
+30.303030 4.957134 4.845659 5.068609
+31.313131 4.957136 4.845661 5.068611
+32.323232 4.957136 4.845661 5.068611
+33.333333 4.957244 4.845901 5.068587
+34.343434 4.957995 4.846239 5.069752
+35.353535 4.957995 4.846239 5.069752
+36.363636 4.957996 4.846240 5.069753
+37.373737 4.958422 4.847607 5.069238
+38.383838 4.960448 4.847976 5.072921
+39.393939 4.963338 4.847394 5.079282
+40.404040 4.967526 4.852033 5.083018
+41.414141 4.969518 4.857123 5.081914
+42.424242 4.970443 4.856864 5.084022
+43.434343 4.970489 4.856861 5.084118
+44.444444 4.970720 4.856946 5.084495
+45.454545 4.970764 4.857067 5.084461
+46.464646 4.970764 4.857067 5.084461
+47.474747 4.970764 4.857067 5.084461
+48.484848 4.970764 4.857067 5.084461
+49.494949 4.970764 4.857067 5.084461
+50.505051 4.970771 4.857076 5.084465
+51.515152 4.972187 4.860533 5.083841
+52.525253 4.972198 4.860569 5.083828
+53.535354 4.973628 4.861636 5.085621
+54.545455 4.974446 4.862044 5.086848
+55.555556 4.976472 4.861207 5.091738
+56.565657 4.977682 4.862937 5.092428
+57.575758 4.977682 4.862937 5.092428
+58.585859 4.977682 4.862937 5.092428
+59.595960 4.977682 4.862937 5.092428
+60.606061 4.977682 4.862937 5.092428
+61.616162 4.977689 4.862958 5.092420
+62.626263 4.978954 4.866742 5.091166
+63.636364 4.978179 4.864121 5.092237
+64.646465 4.978647 4.864464 5.092830
+65.656566 4.980143 4.867391 5.092895
+66.666667 4.980728 4.868117 5.093339
+67.676768 4.980775 4.868147 5.093403
+68.686869 4.981253 4.868242 5.094265
+69.696970 4.981281 4.868272 5.094289
+70.707071 4.981790 4.868985 5.094594
+71.717172 4.981609 4.868724 5.094495
+72.727273 4.982705 4.870497 5.094913
+73.737374 4.982275 4.870203 5.094348
+74.747475 4.982556 4.870399 5.094713
+75.757576 4.982624 4.870446 5.094802
+76.767677 4.982924 4.870649 5.095198
+77.777778 4.983306 4.870901 5.095711
+78.787879 4.982259 4.870191 5.094326
+79.797980 4.982259 4.870191 5.094326
+80.808081 4.982281 4.870207 5.094355
+81.818182 4.982395 4.870287 5.094503
+82.828283 4.982726 4.870518 5.094934
+83.838384 4.983305 4.872334 5.094276
+84.848485 4.983410 4.872487 5.094333
+85.858586 4.984088 4.872939 5.095236
+86.868687 4.984408 4.873907 5.094910
+87.878788 4.986956 4.872395 5.101516
+88.888889 4.987280 4.872929 5.101632
+89.898990 4.987296 4.872940 5.101652
+90.909091 4.987296 4.872940 5.101652
+91.919192 4.990060 4.873577 5.106543
+92.929293 4.990081 4.873605 5.106557
+93.939394 4.990743 4.875524 5.105962
+94.949495 4.991816 4.875310 5.108322
+95.959596 4.997895 4.878568 5.117221
+96.969697 4.996523 4.879729 5.113317
+97.979798 4.463917 3.165084 5.762750
+98.989899 0.993803 0.141746 1.845861
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..9dacaac
--- /dev/null
+++ b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/M/graph500-24/max_mem_30G_workers_16/rss.png'
+set title "pagerank / graph500-24 (M) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pagerank/M/graph500-24/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/rss.png b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..5c04369
Binary files /dev/null and b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/wall_time.dat b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..8a2a82f
--- /dev/null
+++ b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+23.6554097 0.000225070683
+23.6635869 0.00026802215
+23.671764 0.000318598294
+23.6799412 0.0003780396
+23.6881184 0.000447767242
+23.6962955 0.000529405685
+23.7044727 0.000624807493
+23.7126499 0.000736080461
+23.720827 0.00086561718
+23.7290042 0.00101612713
+23.7371813 0.00119067139
+23.7453585 0.00139269997
+23.7535357 0.00162609185
+23.7617128 0.00189519774
+23.76989 0.00220488541
+23.7780671 0.0025605876
+23.7862443 0.00296835243
+23.7944215 0.00343489595
+23.8025986 0.00396765679
+23.8107758 0.00457485239
+23.818953 0.00526553667
+23.8271301 0.00604965845
+23.8353073 0.00693812024
+23.8434844 0.00794283668
+23.8516616 0.00907679201
+23.8598388 0.0103540956
+23.8680159 0.011790035
+23.8761931 0.0134011249
+23.8843702 0.0152051515
+23.8925474 0.0172212112
+23.9007246 0.0194697415
+23.9089017 0.021972544
+23.9170789 0.0247527967
+23.9252561 0.0278350563
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diff --git a/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..c2d3d65
--- /dev/null
+++ b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/M/graph500-24/max_mem_30G_workers_16/wall_time.png'
+set title "pagerank / graph500-24 (M) — max_mem_30G workers_16\nmedian=24.493s  mean=24.635s  std=0.249s  min=24.420s  max=24.976s  p90=24.914s  p95=24.945s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:1.72858]
+set xrange [23.655410:25.740586]
+set grid y
+set key top right
+set arrow from 24.492824,0 to 24.492824,1.72858 nohead lc rgb 'red' lw 2
+set label 'median 24.493s' at 24.492824,1.72858 offset char 0,1 tc rgb 'red'
+set arrow from 24.914355,0 to 24.914355,1.72858 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 24.914s' at 24.914355,1.72858 offset char 0,1 tc rgb 'orange'
+set arrow from 24.945195,0 to 24.945195,1.72858 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 24.945s' at 24.945195,1.72858 offset char 0,1 tc rgb 'orange'
+set arrow from 24.976034,0 to 24.976034,0.0531871 nohead lc rgb '#666666' lw 1
+set arrow from 24.492824,0 to 24.492824,0.0531871 nohead lc rgb '#666666' lw 1
+set arrow from 24.419961,0 to 24.419961,0.0531871 nohead lc rgb '#666666' lw 1
+set arrow from 24.462021,0 to 24.462021,0.0531871 nohead lc rgb '#666666' lw 1
+set arrow from 24.821835,0 to 24.821835,0.0531871 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/pagerank/M/graph500-24/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/pagerank/M/graph500-24/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/wall_time.png b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..d99132a
Binary files /dev/null and b/benches/results/pagerank/M/graph500-24/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/benchmark.json b/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index 3d8ef58..0000000
--- a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,51155 +0,0 @@
-{
-  "algorithm": "pagerank",
-  "dataset": "datagen-9_3-zf",
-  "size_class": "XL",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/pagerank_datagen-9_3-zf",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--max-iter",
-      "10",
-      "--tol",
-      "0.01"
-    ]
-  },
-  "graph": {
-    "vertices": 555000000,
-    "edges": 1000000000,
-    "nodes_str": "555M",
-    "edges_str": "1B"
-  },
-  "warmup": {
-    "wall_time_s": 3330.1173650389974,
-    "sampling_interval_s": 1.0
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 3432.1693751079874,
-      "peak_rss_kb": 28893856,
-      "peak_disk_bytes": 43970605056.0,
-      "returncode": 0,
-      "n_samples": 3427
-    },
-    {
-      "index": 1,
-      "wall_time_s": 3286.714176234993,
-      "peak_rss_kb": 27712260,
-      "peak_disk_bytes": 43188729856.0,
-      "returncode": 0,
-      "n_samples": 3279
-    },
-    {
-      "index": 2,
-      "wall_time_s": 3321.2393112299906,
-      "peak_rss_kb": 27758108,
-      "peak_disk_bytes": 47055947776.0,
-      "returncode": 0,
-      "n_samples": 3310
-    },
-    {
-      "index": 3,
-      "wall_time_s": 3331.164559558005,
-      "peak_rss_kb": 27421680,
-      "peak_disk_bytes": 43599507456.0,
-      "returncode": 0,
-      "n_samples": 3317
-    },
-    {
-      "index": 4,
-      "wall_time_s": 3346.7189447109995,
-      "peak_rss_kb": 27040676,
-      "peak_disk_bytes": 43720967168.0,
-      "returncode": 0,
-      "n_samples": 3328
-    }
-  ],
-  "stats": {
-    "wall_time_s": {
-      "n": 5,
-      "median": 3331.164559558005,
-      "mean": 3343.601273368395,
-      "std": 54.18694386496945,
-      "min": 3286.714176234993,
-      "max": 3432.1693751079874,
-      "p90": 3397.989202949192,
-      "p95": 3415.07928902859
-    },
-    "peak_rss_kb": {
-      "n": 5,
-      "median": 27712260.0,
-      "mean": 27765316.0,
-      "std": 692758.6621789727,
-      "min": 27040676,
-      "max": 28893856,
-      "p90": 28439556.799999997,
-      "p95": 28666706.4
-    },
-    "peak_disk_bytes": {
-      "n": 5,
-      "median": 43720967168.0,
-      "mean": 44307151462.4,
-      "std": 1562400685.9460802,
-      "min": 43188729856.0,
-      "max": 47055947776.0,
-      "p90": 45821810688.0,
-      "p95": 46438879232.0
-    },
-    "medges_per_sec": 0.30019531671911304
-  },
-  "series": {
-    "alignment": "dtw",
-    "ref_run": 3,
-    "band_frac": 0.25,
-    "grid_size": 100,
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-  ],
-  "environment": {
-    "timestamp": "2026-08-23T02:08:20.372399+00:00",
-    "platform": "Linux-7.0.0-1010-aws-x86_64-with-glibc2.43",
-    "python": "3.14.4",
-    "cpu_count": 4,
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-  }
-}
\ No newline at end of file
diff --git a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.dat b/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index c41c9d4..0000000
--- a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 3.820544 3.820140 3.820947
-2.020202 4.273730 3.108589 5.438871
-3.030303 12.933584 10.966309 14.900858
-4.040404 9.249723 2.753359 15.746088
-5.050505 10.302626 7.062396 13.542856
-6.060606 12.666046 10.615080 14.717011
-7.070707 12.328003 9.697335 14.958671
-8.080808 13.401655 10.214059 16.589250
-9.090909 18.142472 14.657290 21.627654
-10.101010 23.582727 20.325736 26.839718
-11.111111 17.215056 11.588804 22.841308
-12.121212 22.598669 16.344868 28.852470
-13.131313 16.880647 14.477119 19.284175
-14.141414 17.013812 15.892805 18.134819
-15.151515 18.793885 17.672843 19.914927
-16.161616 20.217936 18.387289 22.048583
-17.171717 21.909027 20.676696 23.141357
-18.181818 22.338345 21.233119 23.443571
-19.191919 23.362747 22.599956 24.125538
-20.202020 16.711827 16.454638 16.969016
-21.212121 20.806742 16.927585 24.685900
-22.222222 27.144038 20.598699 33.689377
-23.232323 23.657914 20.332174 26.983655
-24.242424 28.281711 24.005775 32.557647
-25.252525 33.837895 26.597363 41.078427
-26.262626 32.683461 26.342047 39.024875
-27.272727 32.672626 26.778329 38.566923
-28.282828 31.061556 22.797985 39.325128
-29.292929 28.296197 21.235584 35.356810
-30.303030 29.008198 22.458824 35.557573
-31.313131 29.718493 23.457883 35.979103
-32.323232 29.495761 23.504486 35.487035
-33.333333 31.947067 25.876822 38.017312
-34.343434 31.558527 26.498849 36.618204
-35.353535 31.039944 26.107301 35.972588
-36.363636 32.550251 29.492611 35.607891
-37.373737 33.652139 29.934868 37.369410
-38.383838 33.889584 29.780664 37.998503
-39.393939 33.059035 29.990161 36.127909
-40.404040 30.965480 25.391828 36.539133
-41.414141 31.575795 27.243224 35.908367
-42.424242 31.982672 28.334302 35.631041
-43.434343 31.051063 25.661744 36.440381
-44.444444 31.556072 27.186691 35.925453
-45.454545 32.233683 28.912026 35.555341
-46.464646 31.655157 27.467763 35.842551
-47.474747 31.853490 27.012980 36.694000
-48.484848 32.226683 28.206344 36.247022
-49.494949 32.070216 24.732747 39.407686
-50.505051 30.605653 22.823787 38.387518
-51.515152 27.816774 20.634732 34.998815
-52.525253 26.977195 23.821126 30.133264
-53.535354 27.355456 24.394161 30.316751
-54.545455 27.732600 24.656163 30.809036
-55.555556 27.100675 24.040633 30.160718
-56.565657 27.796231 24.670988 30.921473
-57.575758 27.229576 24.236953 30.222198
-58.585859 29.465672 26.299759 32.631586
-59.595960 31.708035 26.416859 36.999211
-60.606061 29.747746 22.096501 37.398991
-61.616162 28.046139 22.488236 33.604043
-62.626263 26.806625 20.903627 32.709623
-63.636364 29.829340 24.144747 35.513934
-64.646465 28.465857 22.478731 34.452983
-65.656566 28.249377 21.310776 35.187979
-66.666667 27.746588 20.620654 34.872522
-67.676768 29.951414 25.048202 34.854625
-68.686869 29.386894 24.143135 34.630653
-69.696970 28.443195 24.696740 32.189651
-70.707071 27.042404 20.716434 33.368373
-71.717172 25.307149 19.969314 30.644983
-72.727273 25.728338 23.391889 28.064786
-73.737374 26.543911 22.574616 30.513205
-74.747475 26.840397 22.184463 31.496331
-75.757576 25.612271 23.442374 27.782168
-76.767677 24.208393 21.088304 27.328482
-77.777778 25.060729 23.169739 26.951718
-78.787879 25.407118 23.453292 27.360944
-79.797980 26.609060 22.491165 30.726954
-80.808081 25.637796 20.730824 30.544768
-81.818182 23.454784 20.494670 26.414897
-82.828283 22.859101 19.383610 26.334593
-83.838384 24.906045 23.054890 26.757200
-84.848485 27.677038 22.805039 32.549036
-85.858586 24.643056 19.473168 29.812945
-86.868687 22.693498 19.369259 26.017738
-87.878788 21.614405 18.577800 24.651010
-88.888889 25.202819 23.390808 27.014829
-89.898990 28.443253 23.653983 33.232523
-90.909091 29.257991 23.694783 34.821199
-91.919192 26.161714 23.473909 28.849519
-92.929293 21.600792 18.551608 24.649975
-93.939394 25.214184 23.394927 27.033442
-94.949495 29.215975 24.754510 33.677441
-95.959596 30.165113 24.971950 35.358277
-96.969697 24.968001 20.300592 29.635411
-97.979798 14.530480 3.189883 25.871078
-98.989899 3.759372 3.633384 3.885360
-100.000000 3.570704 3.569916 3.571493
diff --git a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.gnuplot b/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index 226a10b..0000000
--- a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.png'
-set title "pagerank / datagen-9_3-zf (XL) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.png b/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index 8a52a24..0000000
Binary files a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.dat b/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index 795335c..0000000
--- a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000989 0.000000 0.002034
-1.010101 10.008162 9.793524 10.222800
-2.020202 10.281061 9.703957 10.858166
-3.030303 11.018041 10.431666 11.604415
-4.040404 4.964400 1.062680 8.866119
-5.050505 4.129554 3.267679 4.991428
-6.060606 6.675018 2.442672 10.907364
-7.070707 12.522926 8.080539 16.965314
-8.080808 14.623694 12.552189 16.695198
-9.090909 15.688524 14.401026 16.976021
-10.101010 12.868284 11.165247 14.571322
-11.111111 8.899148 6.932560 10.865736
-12.121212 9.095564 8.569658 9.621470
-13.131313 14.181267 9.986649 18.375885
-14.141414 20.128201 15.534166 24.722237
-15.151515 23.889669 22.988345 24.790994
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-19.191919 24.025122 23.107948 24.942295
-20.202020 19.564810 17.252541 21.877078
-21.212121 16.533603 13.521726 19.545480
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-25.252525 16.683953 16.109004 17.258903
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-27.272727 16.196046 14.950884 17.441209
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-29.292929 17.416494 15.236026 19.596962
-30.303030 16.904109 14.785137 19.023081
-31.313131 17.379314 15.166314 19.592313
-32.323232 16.825111 14.669531 18.980692
-33.333333 16.303584 15.312336 17.294832
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-49.494949 17.661397 14.902385 20.420408
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-67.676768 17.585113 16.484010 18.686217
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-80.808081 17.572233 16.359939 18.784526
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-82.828283 17.549370 16.377473 18.721266
-83.838384 17.564886 16.355311 18.774461
-84.848485 17.561500 16.345295 18.777704
-85.858586 17.549477 16.315715 18.783238
-86.868687 17.529435 16.305035 18.753834
-87.878788 17.548125 16.357209 18.739041
-88.888889 17.578763 16.345094 18.812431
-89.898990 17.630783 16.409986 18.851581
-90.909091 17.603232 16.352138 18.854326
-91.919192 17.566098 16.325743 18.806452
-92.929293 17.581739 16.346235 18.817242
-93.939394 17.601930 16.356904 18.846957
-94.949495 17.655924 16.479208 18.832640
-95.959596 17.616908 16.390377 18.843440
-96.969697 17.593556 16.371761 18.815351
-97.979798 17.595705 16.384390 18.807020
-98.989899 13.728816 4.891841 22.565791
-100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.gnuplot b/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index 6b789b2..0000000
--- a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.png'
-set title "pagerank / datagen-9_3-zf (XL) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.png b/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index 863bddc..0000000
Binary files a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.dat b/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 54072f5..0000000
--- a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-3228.2809 1.83227903e-06
-3229.30961 2.42240438e-06
-3230.33833 3.18675085e-06
-3231.36704 4.17153627e-06
-3232.39575 5.43363424e-06
-3233.42446 7.04257138e-06
-3234.45318 9.08277625e-06
-3235.48189 1.16560795e-05
-3236.5106 1.48844551e-05
-3237.53932 1.89129802e-05
-3238.56803 2.3912976e-05
-3239.59674 3.00852738e-05
-3240.62545 3.76635321e-05
-3241.65417 4.69175071e-05
-3242.68288 5.81561564e-05
-3243.71159 7.17304316e-05
-3244.7403 8.80355912e-05
-3245.76902 0.000107512845
-3246.79773 0.000130650118
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-3253.99872 0.000445044715
-3255.02743 0.000519807748
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-3273.54426 0.00366670622
-3274.57297 0.00390304328
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-3291.03238 0.00600169309
-3292.06109 0.00600796539
-3293.0898 0.00600830091
-3294.11852 0.00600585012
-3295.14723 0.0060039327
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-3297.20465 0.00601534715
-3298.23337 0.00603543912
-3299.26208 0.00606941617
-3300.29079 0.00612021798
-3301.31951 0.00619046665
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-3303.37693 0.00639780143
-3304.40564 0.00653797218
-3305.43436 0.00670367342
-3306.46307 0.00689511305
-3307.49178 0.00711193337
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-3309.54921 0.00761749168
-3310.57792 0.00790278438
-3311.60663 0.00820663857
-3312.63535 0.0085261785
-3313.66406 0.00885816774
-3314.69277 0.00919907722
-3315.72148 0.00954515831
-3316.7502 0.00989251883
-3317.77891 0.0102371999
-3318.80762 0.0105752513
-3319.83633 0.010902804
-3320.86505 0.0112161373
-3321.89376 0.011511739
-3322.92247 0.0117863585
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-3324.9799 0.012261207
-3326.00861 0.0124565862
-3327.03732 0.0126213224
-3328.06604 0.0127539332
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-3330.12346 0.0129187368
-3331.15218 0.0129498124
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-3365.0997 0.00290307404
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-3369.21455 0.00187790997
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-3372.30069 0.00129579509
-3373.3294 0.00113533904
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-3398.0185 0.000366933433
-3399.04722 0.00042689858
-3400.07593 0.000495980582
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-3404.19078 0.000874987354
-3405.21949 0.000997920528
-3406.24821 0.00113285026
-3407.27692 0.00127992803
-3408.30563 0.00143914535
-3409.33434 0.00161031067
-3410.36306 0.00179302867
-3411.39177 0.00198668263
-3412.42048 0.00219042104
-3413.44919 0.00240314886
-3414.47791 0.0026235246
-3415.50662 0.00284996355
-3416.53533 0.00308064775
-3417.56405 0.00331354295
-3418.59276 0.0035464227
-3419.62147 0.00377689923
-3420.65018 0.0040024608
-3421.6789 0.00422051475
-3422.70761 0.00442843535
-3423.73632 0.0046236152
-3424.76504 0.0048035189
-3425.79375 0.00496573734
-3426.82246 0.00510804113
-3427.85117 0.00522843142
-3428.87989 0.00532518655
-3429.9086 0.00539690301
-3430.93731 0.00544252925
-3431.96602 0.00546139137
-3432.99474 0.00545320967
-3434.02345 0.00541810553
-3435.05216 0.00535659843
-3436.08088 0.00526959315
-3437.10959 0.00515835762
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-3443.28186 0.00408969849
-3444.31058 0.00386678665
-3445.33929 0.00363793969
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-3447.39672 0.00317252577
-3448.42543 0.00294069199
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-3451.51157 0.00227332154
-3452.54028 0.00206581158
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-3474.14325 8.80293926e-05
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-3481.34424 1.89125674e-05
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-3483.40166 1.16558974e-05
-3484.43037 9.08265619e-06
-3485.45909 7.04249261e-06
-3486.4878 5.43358281e-06
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-3488.54523 3.18672925e-06
-3489.57394 2.42239049e-06
-3490.60265 1.83227014e-06
diff --git a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index a6dbe13..0000000
--- a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.png'
-set title "pagerank / datagen-9_3-zf (XL) — max_mem_24G workers_4\nmedian=3331.165s  mean=3343.601s  std=54.187s  min=3286.714s  max=3432.169s  p90=3397.989s  p95=3415.079s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.0168348]
-set xrange [3228.280900:3490.602651]
-set grid y
-set key top right
-set arrow from 3331.164560,0 to 3331.164560,0.0168348 nohead lc rgb 'red' lw 2
-set label 'median 3331.165s' at 3331.164560,0.0168348 offset char 0,1 tc rgb 'red'
-set arrow from 3397.989203,0 to 3397.989203,0.0168348 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 3397.989s' at 3397.989203,0.0168348 offset char 0,1 tc rgb 'orange'
-set arrow from 3415.079289,0 to 3415.079289,0.0168348 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 3415.079s' at 3415.079289,0.0168348 offset char 0,1 tc rgb 'orange'
-set arrow from 3432.169375,0 to 3432.169375,0.000517992 nohead lc rgb '#666666' lw 1
-set arrow from 3286.714176,0 to 3286.714176,0.000517992 nohead lc rgb '#666666' lw 1
-set arrow from 3321.239311,0 to 3321.239311,0.000517992 nohead lc rgb '#666666' lw 1
-set arrow from 3331.164560,0 to 3331.164560,0.000517992 nohead lc rgb '#666666' lw 1
-set arrow from 3346.718945,0 to 3346.718945,0.000517992 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.png b/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index 6f07cc4..0000000
Binary files a/benches/results/pagerank/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/benchmark.json b/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index e24bd6a..0000000
--- a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,34259 +0,0 @@
-{
-  "algorithm": "pagerank",
-  "dataset": "datagen-sf3k-fb",
-  "size_class": "XL",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/pagerank_datagen-sf3k-fb",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--max-iter",
-      "10",
-      "--tol",
-      "0.01"
-    ]
-  },
-  "graph": {
-    "vertices": 33000000,
-    "edges": 2000000000,
-    "nodes_str": "33M",
-    "edges_str": "2B"
-  },
-  "warmup": {
-    "wall_time_s": 2209.0755131309998,
-    "sampling_interval_s": 1.0
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 2158.3660739670013,
-      "peak_rss_kb": 21101396,
-      "peak_disk_bytes": 45289773056.0,
-      "returncode": 0,
-      "n_samples": 2156
-    },
-    {
-      "index": 1,
-      "wall_time_s": 2223.6203476899973,
-      "peak_rss_kb": 21126160,
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\ No newline at end of file
diff --git a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.dat b/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index 792a5e4..0000000
--- a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 1.197113 0.000000 4.274891
-2.020202 2.452393 0.000000 6.315417
-3.030303 4.845074 1.727298 7.962850
-4.040404 10.774320 7.693913 13.854727
-5.050505 10.774320 7.693913 13.854727
-6.060606 11.972413 7.101990 16.842837
-7.070707 11.972413 7.101990 16.842837
-8.080808 14.979310 9.018990 20.939629
-9.090909 17.268759 12.271961 22.265557
-10.101010 21.031325 13.329657 28.732994
-11.111111 23.942709 15.512418 32.372999
-12.121212 30.749359 25.441472 36.057246
-13.131313 36.327097 33.916589 38.737605
-14.141414 34.104767 20.508143 47.701391
-15.151515 25.756796 2.549436 48.964157
-16.161616 15.425357 0.000000 33.312222
-17.171717 7.020289 3.113264 10.927315
-18.181818 18.021103 14.349610 21.692596
-19.191919 21.902645 20.887476 22.917813
-20.202020 22.264710 21.933521 22.595899
-21.212121 22.326393 21.972021 22.680765
-22.222222 22.466038 22.307462 22.624614
-23.232323 22.466038 22.307462 22.624614
-24.242424 22.466038 22.307462 22.624614
-25.252525 22.466038 22.307462 22.624614
-26.262626 22.466038 22.307462 22.624614
-27.272727 22.527721 22.527701 22.527741
-28.282828 22.731526 22.207547 23.255504
-29.292929 22.862592 22.620704 23.104481
-30.303030 23.040002 23.039982 23.040021
-31.313131 23.040002 23.039982 23.040021
-32.323232 23.040002 23.039982 23.040021
-33.333333 23.040002 23.039982 23.040021
-34.343434 23.040002 23.039982 23.040021
-35.353535 23.040002 23.039982 23.040021
-36.363636 23.040002 23.039982 23.040021
-37.373737 23.040002 23.039982 23.040021
-38.383838 23.181446 22.958860 23.404032
-39.393939 23.040176 23.040156 23.040196
-40.404040 23.040176 23.040156 23.040196
-41.414141 23.040176 23.040156 23.040196
-42.424242 23.040176 23.040156 23.040196
-43.434343 23.040176 23.040156 23.040196
-44.444444 23.040176 23.040156 23.040196
-45.454545 23.040176 23.040156 23.040196
-46.464646 23.040176 23.040156 23.040196
-47.474747 23.119548 22.915092 23.324004
-48.484848 23.039923 23.039508 23.040337
-49.494949 23.039796 23.039389 23.040203
-50.505051 23.039796 23.039389 23.040203
-51.515152 23.039796 23.039389 23.040203
-52.525253 23.039796 23.039389 23.040203
-53.535354 23.039796 23.039389 23.040203
-54.545455 23.070208 22.992171 23.148245
-55.555556 23.109650 22.927776 23.291525
-56.565657 23.038789 23.037990 23.039588
-57.575758 23.038789 23.037990 23.039588
-58.585859 23.038789 23.037990 23.039588
-59.595960 23.038789 23.037990 23.039588
-60.606061 23.038789 23.037990 23.039588
-61.616162 23.038789 23.037990 23.039588
-62.626263 23.038789 23.037990 23.039588
-63.636364 23.038538 23.037893 23.039182
-64.646465 23.192554 22.795949 23.589159
-65.656566 23.036745 23.035119 23.038371
-66.666667 23.035717 23.035697 23.035737
-67.676768 23.035717 23.035697 23.035737
-68.686869 23.035717 23.035697 23.035737
-69.696970 23.035717 23.035697 23.035737
-70.707071 23.034413 23.032368 23.036459
-71.717172 23.034413 23.032368 23.036459
-72.727273 23.040239 23.024328 23.056150
-73.737374 23.033109 23.031436 23.034782
-74.747475 23.033109 23.031436 23.034782
-75.757576 23.033109 23.031436 23.034782
-76.767677 23.033109 23.031436 23.034782
-77.777778 23.032457 23.032437 23.032477
-78.787879 23.032457 23.032437 23.032477
-79.797980 23.032457 23.032437 23.032477
-80.808081 23.165756 22.955903 23.375608
-81.818182 23.029101 23.025561 23.032640
-82.828283 23.027982 23.025096 23.030868
-83.838384 23.026863 23.026844 23.026883
-84.848485 23.025101 23.020565 23.029636
-85.858586 23.022458 23.011130 23.033787
-86.868687 23.022458 23.011130 23.033787
-87.878788 23.086390 22.918848 23.253932
-88.888889 23.020696 23.009589 23.031802
-89.898990 23.020696 23.009589 23.031802
-90.909091 23.020696 23.009589 23.031802
-91.919192 23.020696 23.009589 23.031802
-92.929293 23.018933 23.008547 23.029319
-93.939394 23.018933 23.008547 23.029319
-94.949495 23.014528 23.003537 23.025519
-95.959596 23.010123 23.001796 23.018450
-96.969697 23.004839 23.004819 23.004859
-97.979798 23.004839 23.004819 23.004859
-98.989899 18.459475 6.773340 30.145610
-100.000000 0.277997 0.277981 0.278012
diff --git a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.gnuplot b/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index 1d673dd..0000000
--- a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.png'
-set title "pagerank / datagen-sf3k-fb (XL) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.png b/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index be10a0b..0000000
Binary files a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.dat b/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index c79c51f..0000000
--- a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 1.535189 0.000000 5.472050
-1.010101 7.518001 2.658959 12.377043
-2.020202 9.743093 8.982305 10.503881
-3.030303 10.085376 9.565863 10.604890
-4.040404 10.506888 10.086261 10.927515
-5.050505 10.673430 10.185230 11.161631
-6.060606 10.538661 9.765668 11.311653
-7.070707 10.533005 9.746978 11.319033
-8.080808 10.897526 9.917352 11.877700
-9.090909 10.686421 10.122038 11.250804
-10.101010 11.018880 10.215834 11.821925
-11.111111 11.168809 10.536403 11.801215
-12.121212 11.243154 10.378339 12.107969
-13.131313 11.244408 10.273526 12.215291
-14.141414 11.022486 10.058885 11.986087
-15.151515 10.713110 10.238171 11.188049
-16.161616 10.350297 9.735861 10.964733
-17.171717 9.884804 9.377850 10.391758
-18.181818 9.881317 9.385890 10.376743
-19.191919 10.130327 9.806217 10.454437
-20.202020 10.141075 9.823916 10.458234
-21.212121 10.223301 9.808702 10.637899
-22.222222 10.301632 9.851685 10.751579
-23.232323 10.261614 9.729144 10.794085
-24.242424 10.248684 9.723526 10.773841
-25.252525 10.547263 9.837571 11.256954
-26.262626 10.459849 9.653996 11.265703
-27.272727 10.576557 9.831855 11.321258
-28.282828 10.883644 10.330725 11.436564
-29.292929 11.054709 10.346296 11.763123
-30.303030 11.318056 10.625001 12.011111
-31.313131 12.139769 10.938817 13.340721
-32.323232 14.176633 13.375954 14.977313
-33.333333 14.334279 13.650360 15.018198
-34.343434 13.816605 13.113495 14.519714
-35.353535 14.027320 13.570199 14.484442
-36.363636 14.866773 14.229301 15.504245
-37.373737 18.456590 17.720457 19.192723
-38.383838 18.819685 17.583844 20.055527
-39.393939 18.138445 17.181000 19.095891
-40.404040 18.179025 17.716580 18.641470
-41.414141 17.542055 17.100469 17.983641
-42.424242 14.449928 14.080706 14.819149
-43.434343 14.362061 13.873269 14.850852
-44.444444 14.225067 13.421704 15.028429
-45.454545 14.541981 13.857253 15.226708
-46.464646 17.572307 15.854412 19.290201
-47.474747 17.705675 15.908570 19.502780
-48.484848 17.708652 15.890779 19.526525
-49.494949 17.644480 15.824840 19.464119
-50.505051 15.584241 13.298114 17.870369
-51.515152 15.275870 12.775045 17.776695
-52.525253 15.433982 13.039966 17.827999
-53.535354 16.072808 13.594257 18.551360
-54.545455 18.354274 17.744668 18.963880
-55.555556 18.965390 18.204405 19.726376
-56.565657 18.585696 17.496748 19.674645
-57.575758 18.157909 17.355407 18.960412
-58.585859 16.252934 15.489097 17.016771
-59.595960 14.848524 14.428952 15.268097
-60.606061 14.864475 14.180188 15.548763
-61.616162 14.755355 14.080094 15.430615
-62.626263 14.785825 14.082666 15.488985
-63.636364 15.934468 13.219873 18.649062
-64.646465 17.445902 15.955391 18.936413
-65.656566 16.746299 15.088847 18.403751
-66.666667 17.717925 16.092681 19.343168
-67.676768 15.269281 14.591175 15.947387
-68.686869 15.041853 14.415009 15.668697
-69.696970 14.788438 13.933451 15.643424
-70.707071 16.282693 14.064883 18.500502
-71.717172 15.824364 14.089486 17.559242
-72.727273 16.787957 14.640173 18.935740
-73.737374 16.782741 14.729168 18.836313
-74.747475 15.913639 14.785084 17.042195
-75.757576 15.554214 14.449243 16.659185
-76.767677 15.594504 13.821790 17.367218
-77.777778 14.854606 14.135425 15.573788
-78.787879 14.713095 14.008962 15.417227
-79.797980 14.640875 13.899109 15.382640
-80.808081 14.863478 13.873211 15.853745
-81.818182 14.899576 13.701455 16.097698
-82.828283 14.449934 12.975893 15.923976
-83.838384 13.896052 12.879028 14.913077
-84.848485 13.117385 12.507105 13.727666
-85.858586 12.959492 12.377789 13.541195
-86.868687 12.879679 12.194751 13.564607
-87.878788 12.834862 12.160886 13.508838
-88.888889 12.874118 12.307021 13.441215
-89.898990 12.873950 12.306909 13.440991
-90.909091 12.836818 12.274050 13.399585
-91.919192 12.836763 12.273990 13.399536
-92.929293 12.853580 12.227874 13.479287
-93.939394 12.834371 12.148287 13.520456
-94.949495 12.950693 12.560730 13.340655
-95.959596 12.902769 12.311423 13.494115
-96.969697 12.854561 12.275583 13.433539
-97.979798 12.798786 12.241294 13.356278
-98.989899 10.124993 3.593317 16.656669
-100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.gnuplot b/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index 74a81d1..0000000
--- a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.png'
-set title "pagerank / datagen-sf3k-fb (XL) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.png b/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index 9e0e08e..0000000
Binary files a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat b/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 468c1c1..0000000
--- a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-2064.90841 1.1556527e-06
-2066.16806 1.43243329e-06
-2067.42771 1.77040266e-06
-2068.68737 2.18183063e-06
-2069.94702 2.68115643e-06
-2071.20667 3.28530924e-06
-2072.46633 4.0140635e-06
-2073.72598 4.89043005e-06
-2074.98564 5.94108409e-06
-2076.24529 7.19683004e-06
-2077.50494 8.69310287e-06
-2078.7646 1.04705045e-05
-2080.02425 1.2575373e-05
-2081.2839 1.5060381e-05
-2082.54356 1.79851585e-05
-2083.80321 2.14169344e-05
-2085.06286 2.5431188e-05
-2086.32252 3.01123033e-05
-2087.58217 3.55542122e-05
-2088.84182 4.18610172e-05
-2090.10148 4.91475774e-05
-2091.36113 5.75400421e-05
-2092.62078 6.71763154e-05
-2093.88044 7.82064332e-05
-2095.14009 9.07928324e-05
-2096.39974 0.000105110491
-2097.6594 0.000121346923
-2098.91905 0.000139701997
-2100.1787 0.000160387574
-2101.43836 0.000183626928
-2102.69801 0.000209653948
-2103.95766 0.000238712095
-2105.21732 0.000271053108
-2106.47697 0.000306935452
-2107.73662 0.000346622496
-2108.99628 0.000390380437
-2110.25593 0.000438475964
-2111.51558 0.000491173679
-2112.77524 0.000548733297
-2114.03489 0.000611406649
-2115.29454 0.00067943452
-2116.5542 0.000753043356
-2117.81385 0.000832441903
-2119.0735 0.000917817796
-2120.33316 0.00100933419
-2121.59281 0.00110712646
-2122.85246 0.00121129907
-2124.11212 0.00132192261
-2125.37177 0.00143903113
-2126.63142 0.00156261983
-2127.89108 0.00169264309
-2129.15073 0.00182901299
-2130.41038 0.00197159828
-2131.67004 0.00212022394
-2132.92969 0.00227467122
-2134.18934 0.00243467839
-2135.449 0.00259994193
-2136.70865 0.0027701184
-2137.9683 0.00294482689
-2139.22796 0.00312365194
-2140.48761 0.00330614704
-2141.74726 0.00349183851
-2143.00692 0.00368022981
-2144.26657 0.00387080613
-2145.52622 0.00406303925
-2146.78588 0.00425639248
-2148.04553 0.0044503257
-2149.30518 0.00464430035
-2150.56484 0.00483778426
-2151.82449 0.00503025632
-2153.08414 0.00522121074
-2154.3438 0.00541016104
-2155.60345 0.00559664351
-2156.8631 0.00578022019
-2158.12276 0.0059604813
-2159.38241 0.00613704706
-2160.64206 0.00630956893
-2161.90172 0.00647773023
-2163.16137 0.00664124613
-2164.42102 0.00679986314
-2165.68068 0.00695335792
-2166.94033 0.00710153574
-2168.19998 0.00724422834
-2169.45964 0.00738129155
-2170.71929 0.00751260245
-2171.97894 0.00763805641
-2173.2386 0.00775756387
-2174.49825 0.00787104709
-2175.7579 0.00797843684
-2177.01756 0.00807966918
-2178.27721 0.00817468235
-2179.53686 0.00826341386
-2180.79652 0.00834579785
-2182.05617 0.00842176271
-2183.31582 0.00849122911
-2184.57548 0.00855410837
-2185.83513 0.0086103013
-2187.09478 0.00865969743
-2188.35444 0.00870217474
-2189.61409 0.00873759984
-2190.87374 0.00876582862
-2192.1334 0.00878670738
-2193.39305 0.00880007435
-2194.6527 0.00880576173
-2195.91236 0.00880359807
-2197.17201 0.00879341107
-2198.43166 0.00877503067
-2199.69132 0.00874829251
-2200.95097 0.00871304161
-2202.21062 0.0086691363
-2203.47028 0.00861645222
-2204.72993 0.00855488656
-2205.98958 0.00848436223
-2207.24924 0.00840483206
-2208.50889 0.00831628293
-2209.76854 0.00821873972
-2211.0282 0.00811226908
-2212.28785 0.00799698287
-2213.5475 0.00787304131
-2214.80716 0.00774065567
-2216.06681 0.00760009053
-2217.32646 0.00745166547
-2218.58612 0.00729575622
-2219.84577 0.00713279516
-2221.10542 0.0069632712
-2222.36508 0.00678772888
-2223.62473 0.00660676693
-2224.88438 0.00642103593
-2226.14404 0.00623123539
-2227.40369 0.00603811008
-2228.66334 0.00584244573
-2229.923 0.00564506397
-2231.18265 0.00544681685
-2232.4423 0.00524858065
-2233.70196 0.00505124931
-2234.96161 0.00485572739
-2236.22126 0.00466292269
-2237.48092 0.00447373869
-2238.74057 0.00428906664
-2240.00022 0.00410977775
-2241.25988 0.00393671522
-2242.51953 0.00377068643
-2243.77918 0.00361245531
-2245.03884 0.00346273487
-2246.29849 0.00332218017
-2247.55815 0.00319138165
-2248.8178 0.00307085894
-2250.07745 0.00296105524
-2251.33711 0.00286233234
-2252.59676 0.00277496628
-2253.85641 0.00269914384
-2255.11607 0.00263495966
-2256.37572 0.0025824144
-2257.63537 0.00254141357
-2258.89503 0.0025117674
-2260.15468 0.00249319161
-2261.41433 0.00248530904
-2262.67399 0.00248765235
-2263.93364 0.00249966759
-2265.19329 0.00252071873
-2266.45295 0.00255009314
-2267.7126 0.00258700788
-2268.97225 0.00263061691
-2270.23191 0.00268001906
-2271.49156 0.00273426668
-2272.75121 0.00279237499
-2274.01087 0.0028533319
-2275.27052 0.00291610831
-2276.53017 0.00297966874
-2277.78983 0.00304298206
-2279.04948 0.0031050324
-2280.30913 0.00316482984
-2281.56879 0.00322142096
-2282.82844 0.00327389896
-2284.08809 0.00332141324
-2285.34775 0.00336317831
-2286.6074 0.00339848195
-2287.86705 0.0034266923
-2289.12671 0.00344726402
-2290.38636 0.00345974328
-2291.64601 0.00346377146
-2292.90567 0.00345908764
-2294.16532 0.00344552976
-2295.42497 0.00342303444
-2296.68463 0.00339163547
-2297.94428 0.00335146103
-2299.20393 0.00330272971
-2300.46359 0.00324574536
-2301.72324 0.00318089093
-2302.98289 0.00310862131
-2304.24255 0.00302945553
-2305.5022 0.00294396815
-2306.76185 0.00285278027
-2308.02151 0.00275655025
-2309.28116 0.00265596412
-2310.54081 0.00255172615
-2311.80047 0.00244454948
-2313.06012 0.00233514709
-2314.31977 0.00222422317
-2315.57943 0.00211246513
-2316.83908 0.00200053617
-2318.09873 0.00188906868
-2319.35839 0.00177865843
-2320.61804 0.00166985965
-2321.87769 0.00156318095
-2323.13735 0.00145908229
-2324.397 0.00135797268
-2325.65665 0.00126020889
-2326.91631 0.00116609497
-2328.17596 0.00107588253
-2329.43561 0.000989771747
-2330.69527 0.000907913096
-2331.95492 0.000830409549
-2333.21457 0.00075731933
-2334.47423 0.000688659046
-2335.73388 0.000624407127
-2336.99353 0.000564507506
-2338.25319 0.000508873428
-2339.51284 0.000457391335
-2340.77249 0.000409924742
-2342.03215 0.000366318046
-2343.2918 0.000326400212
-2344.55145 0.000289988279
-2345.81111 0.000256890662
-2347.07076 0.000226910201
-2348.33041 0.000199846952
-2349.59007 0.000175500687
-2350.84972 0.00015367311
-2352.10937 0.000134169773
-2353.36903 0.000116801718
-2354.62868 0.000101386819
-2355.88833 8.77508804e-05
-2357.14799 7.57284684e-05
-2358.40764 6.51635242e-05
-2359.66729 5.59097627e-05
-2360.92695 4.78308857e-05
-2362.1866 4.08006312e-05
-2363.44625 3.47026804e-05
-2364.70591 2.94304456e-05
-2365.96556 2.48867583e-05
-2367.22521 2.0983479e-05
-2368.48487 1.7641046e-05
-2369.74452 1.47879794e-05
-2371.00417 1.23603568e-05
-2372.26383 1.03012718e-05
-2373.52348 8.56028752e-06
-2374.78313 7.09289484e-06
-2376.04279 5.85998297e-06
-2377.30244 4.82732846e-06
-2378.56209 3.96510788e-06
-2379.82175 3.2474377e-06
-2381.0814 2.65194377e-06
-2382.34105 2.159362e-06
-2383.60071 1.75317093e-06
-2384.86036 1.41925596e-06
-2386.12001 1.14560487e-06
diff --git a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index 4bd9828..0000000
--- a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.png'
-set title "pagerank / datagen-sf3k-fb (XL) — max_mem_24G workers_4\nmedian=2203.234s  mean=2212.150s  std=51.097s  min=2158.366s  max=2292.662s  p90=2265.046s  p95=2278.854s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.0114475]
-set xrange [2064.908408:2386.120014]
-set grid y
-set key top right
-set arrow from 2203.233830,0 to 2203.233830,0.0114475 nohead lc rgb 'red' lw 2
-set label 'median 2203.234s' at 2203.233830,0.0114475 offset char 0,1 tc rgb 'red'
-set arrow from 2265.045548,0 to 2265.045548,0.0114475 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 2265.046s' at 2265.045548,0.0114475 offset char 0,1 tc rgb 'orange'
-set arrow from 2278.853948,0 to 2278.853948,0.0114475 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 2278.854s' at 2278.853948,0.0114475 offset char 0,1 tc rgb 'orange'
-set arrow from 2158.366074,0 to 2158.366074,0.00035223 nohead lc rgb '#666666' lw 1
-set arrow from 2223.620348,0 to 2223.620348,0.00035223 nohead lc rgb '#666666' lw 1
-set arrow from 2182.868447,0 to 2182.868447,0.00035223 nohead lc rgb '#666666' lw 1
-set arrow from 2203.233830,0 to 2203.233830,0.00035223 nohead lc rgb '#666666' lw 1
-set arrow from 2292.662349,0 to 2292.662349,0.00035223 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.png b/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index d5d9740..0000000
Binary files a/benches/results/pagerank/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/benchmark.json b/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index 4009459..0000000
--- a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,8009 +0,0 @@
-{
-  "algorithm": "pagerank",
-  "dataset": "graph500-26",
-  "size_class": "XL",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/pagerank_graph500-26",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--max-iter",
-      "10",
-      "--tol",
-      "0.01"
-    ]
-  },
-  "graph": {
-    "vertices": 32000000,
-    "edges": 1000000000,
-    "nodes_str": "32M",
-    "edges_str": "1B"
-  },
-  "warmup": {
-    "wall_time_s": 487.9600357420004,
-    "sampling_interval_s": 1.0
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
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-      "wall_time_s": 448.7923470400001,
-      "peak_rss_kb": 11909400,
-      "peak_disk_bytes": 17118405632.0,
-      "returncode": 0,
-      "n_samples": 450
-    },
-    {
-      "index": 1,
-      "wall_time_s": 473.3841553859984,
-      "peak_rss_kb": 12416944,
-      "peak_disk_bytes": 17118404608.0,
-      "returncode": 0,
-      "n_samples": 474
-    },
-    {
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-      "wall_time_s": 449.2365129480004,
-      "peak_rss_kb": 12463996,
-      "peak_disk_bytes": 14421332992.0,
-      "returncode": 0,
-      "n_samples": 449
-    },
-    {
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-      "wall_time_s": 459.2341822189992,
-      "peak_rss_kb": 11685172,
-      "peak_disk_bytes": 15277800448.0,
-      "returncode": 0,
-      "n_samples": 459
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-      "peak_rss_kb": 12703808,
-      "peak_disk_bytes": 17118404608.0,
-      "returncode": 0,
-      "n_samples": 447
-    }
-  ],
-  "stats": {
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-      "mean": 455.8017813273997,
-      "std": 10.822555693114492,
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-      "p90": 467.7241661191987,
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-      "p90": 17118405222.4,
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-  ],
-  "environment": {
-    "timestamp": "2026-08-12T18:15:37.023481+00:00",
-    "platform": "Linux-7.0.0-1010-aws-x86_64-with-glibc2.43",
-    "python": "3.14.4",
-    "cpu_count": 4,
-    "gnuplot": true,
-    "git_commit": "10ecf3ccde9e0270b532f23cffe9694718f2a9ad"
-  }
-}
\ No newline at end of file
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/disk.dat b/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index 6c36ce6..0000000
--- a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.000000 0.000000 0.000001
-2.020202 0.000000 0.000000 0.000001
-3.030303 0.000000 0.000000 0.000001
-4.040404 0.000000 0.000000 0.000001
-5.050505 0.000000 0.000000 0.000001
-6.060606 0.514744 0.000000 1.344101
-7.070707 2.650013 0.347593 4.952432
-8.080808 4.054919 1.999463 6.110375
-9.090909 5.002274 3.915409 6.089139
-10.101010 5.316114 4.690632 5.941596
-11.111111 5.694064 5.685876 5.702253
-12.121212 5.918636 5.337507 6.499764
-13.131313 6.831437 3.903533 9.759341
-14.141414 7.631402 4.499749 10.763055
-15.151515 9.299975 6.840593 11.759356
-16.161616 10.787041 9.564111 12.009971
-17.171717 10.991147 10.143274 11.839020
-18.181818 10.991147 10.143274 11.839020
-19.191919 10.991147 10.143274 11.839020
-20.202020 11.328813 11.239056 11.418569
-21.212121 11.328813 11.239056 11.418569
-22.222222 11.968242 10.336218 13.600267
-23.232323 10.880660 9.029556 12.731765
-24.242424 9.417203 3.809086 15.025319
-25.252525 3.728058 0.000000 9.336572
-26.262626 2.957268 1.727323 4.187213
-27.272727 3.168054 2.259260 4.076848
-28.282828 4.063571 3.170598 4.956545
-29.292929 5.012874 4.088136 5.937612
-30.303030 6.018315 5.107196 6.929434
-31.313131 7.013643 6.110836 7.916449
-32.323232 7.978584 7.734028 8.223139
-33.333333 8.250435 8.250428 8.250443
-34.343434 8.250435 8.250428 8.250443
-35.353535 8.250435 8.250428 8.250443
-36.363636 8.282822 8.241435 8.324208
-37.373737 8.408890 8.282162 8.535618
-38.383838 8.552342 8.552335 8.552349
-39.393939 8.552342 8.552335 8.552349
-40.404040 8.552342 8.552335 8.552349
-41.414141 8.552342 8.552335 8.552349
-42.424242 8.552342 8.552335 8.552349
-43.434343 8.587190 8.497594 8.676785
-44.444444 8.587190 8.497594 8.676785
-45.454545 8.587190 8.497594 8.676785
-46.464646 8.587190 8.497594 8.676785
-47.474747 8.612732 8.466397 8.759067
-48.484848 8.612732 8.466397 8.759067
-49.494949 8.645962 8.497365 8.794559
-50.505051 8.790820 8.586768 8.994872
-51.515152 8.900792 8.592148 9.209436
-52.525253 8.945285 8.689801 9.200769
-53.535354 8.998669 8.896766 9.100572
-54.545455 9.038302 9.038295 9.038309
-55.555556 9.038302 9.038295 9.038309
-56.565657 9.038302 9.038295 9.038309
-57.575758 9.038302 9.038295 9.038309
-58.585859 9.038302 9.038295 9.038309
-59.595960 9.038302 9.038295 9.038309
-60.606061 9.038302 9.038295 9.038309
-61.616162 9.038302 9.038295 9.038309
-62.626263 9.038302 9.038295 9.038309
-63.636364 9.038302 9.038295 9.038309
-64.646465 9.038302 9.038295 9.038309
-65.656566 9.079037 9.011830 9.146243
-66.666667 9.185117 9.023496 9.346738
-67.676768 9.209479 8.782241 9.636717
-68.686869 9.140964 8.994554 9.287373
-69.696970 9.258046 8.843357 9.672735
-70.707071 9.144655 8.982880 9.306430
-71.717172 9.112680 8.954614 9.270746
-72.727273 9.047344 9.044791 9.049897
-73.737374 9.095084 8.971680 9.218488
-74.747475 9.046352 9.043227 9.049476
-75.757576 9.128554 8.996404 9.260705
-76.767677 9.241807 8.862260 9.621355
-77.777778 9.041652 9.033643 9.049662
-78.787879 9.229951 8.984526 9.475375
-79.797980 9.262527 8.883263 9.641792
-80.808081 9.245551 8.844632 9.646470
-81.818182 9.054587 8.940034 9.169139
-82.828283 9.180265 8.804340 9.556191
-83.838384 9.015890 8.887355 9.144424
-84.848485 8.988373 8.884069 9.092677
-85.858586 9.010595 8.882315 9.138875
-86.868687 9.001593 8.828008 9.175178
-87.878788 9.004552 8.871704 9.137400
-88.888889 9.038291 8.746645 9.329938
-89.898990 9.010226 8.711725 9.308727
-90.909091 9.010226 8.711725 9.308727
-91.919192 9.048152 8.791570 9.304733
-92.929293 8.965897 8.738952 9.192842
-93.939394 8.926300 8.819575 9.033025
-94.949495 8.901954 8.784964 9.018945
-95.959596 8.893866 8.774381 9.013351
-96.969697 8.811244 8.810749 8.811740
-97.979798 8.848493 8.755219 8.941767
-98.989899 7.166092 2.722981 11.609203
-100.000000 0.253428 0.253405 0.253452
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/disk.gnuplot b/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index 3816571..0000000
--- a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/disk.png'
-set title "pagerank / graph500-26 (XL) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/disk.png b/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index 11d988a..0000000
Binary files a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/rss.dat b/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index d6160d8..0000000
--- a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.002695 0.001367 0.004022
-1.010101 4.107053 1.463570 6.750536
-2.020202 7.150201 5.858339 8.442062
-3.030303 7.982672 7.732011 8.233334
-4.040404 8.499994 8.336176 8.663812
-5.050505 9.114923 8.864051 9.365795
-6.060606 9.615919 9.167892 10.063945
-7.070707 9.819657 9.429812 10.209501
-8.080808 10.039801 9.923076 10.156526
-9.090909 10.074225 9.958699 10.189750
-10.101010 10.101593 9.986132 10.217055
-11.111111 10.173333 10.029592 10.317075
-12.121212 10.471314 10.117728 10.824899
-13.131313 10.923167 10.358327 11.488006
-14.141414 11.256622 10.637217 11.876027
-15.151515 11.456542 10.758104 12.154981
-16.161616 11.518422 10.760679 12.276165
-17.171717 11.520847 10.761703 12.279992
-18.181818 11.522463 10.762078 12.282849
-19.191919 11.523146 10.762292 12.283999
-20.202020 11.526658 10.761654 12.291662
-21.212121 11.527517 10.761546 12.293487
-22.222222 11.528107 10.761740 12.294473
-23.232323 11.431500 10.706159 12.156841
-24.242424 10.566538 10.010052 11.123024
-25.252525 9.579671 9.303369 9.855972
-26.262626 8.525922 8.214199 8.837644
-27.272727 7.136275 6.753814 7.518736
-28.282828 4.856387 3.866349 5.846425
-29.292929 3.460161 2.809225 4.111098
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-31.313131 3.234020 2.695306 3.772735
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-37.373737 5.702521 5.373211 6.031831
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-84.848485 10.254200 9.951624 10.556776
-85.858586 10.291150 9.940182 10.642118
-86.868687 10.317950 9.987295 10.648605
-87.878788 10.354615 10.019176 10.690054
-88.888889 10.358719 10.020664 10.696774
-89.898990 10.361335 10.020793 10.701877
-90.909091 10.367895 10.016755 10.719035
-91.919192 10.376606 10.019709 10.733504
-92.929293 10.376796 10.019732 10.733860
-93.939394 10.379718 10.018801 10.740636
-94.949495 10.380619 10.018894 10.742344
-95.959596 10.423123 10.087773 10.758474
-96.969697 10.440886 10.107225 10.774547
-97.979798 10.447834 10.118895 10.776774
-98.989899 8.405752 2.994302 13.817203
-100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/rss.gnuplot b/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index fab7498..0000000
--- a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/rss.png'
-set title "pagerank / graph500-26 (XL) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/rss.png b/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index 3e611b7..0000000
Binary files a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat b/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index fd9ed44..0000000
--- a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-424.415107 1.02817238e-05
-424.701051 1.24669601e-05
-424.986995 1.50823142e-05
-425.272938 1.82048955e-05
-425.558882 2.19240717e-05
-425.844826 2.63431119e-05
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-426.702657 4.50797993e-05
-426.988601 5.3675917e-05
-427.274545 6.37661149e-05
-427.560488 7.55811449e-05
-427.846432 8.93819938e-05
-428.132376 0.000105462901
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-487.036783 0.000989831562
-487.322727 0.00088663991
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diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index 5befa11..0000000
--- a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/wall_time.png'
-set title "pagerank / graph500-26 (XL) — max_mem_24G workers_4\nmedian=449.237s  mean=455.802s  std=10.823s  min=448.362s  max=473.384s  p90=467.724s  p95=470.554s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.0561732]
-set xrange [424.415107:497.330757]
-set grid y
-set key top right
-set arrow from 449.236513,0 to 449.236513,0.0561732 nohead lc rgb 'red' lw 2
-set label 'median 449.237s' at 449.236513,0.0561732 offset char 0,1 tc rgb 'red'
-set arrow from 467.724166,0 to 467.724166,0.0561732 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 467.724s' at 467.724166,0.0561732 offset char 0,1 tc rgb 'orange'
-set arrow from 470.554161,0 to 470.554161,0.0561732 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 470.554s' at 470.554161,0.0561732 offset char 0,1 tc rgb 'orange'
-set arrow from 448.792347,0 to 448.792347,0.00172841 nohead lc rgb '#666666' lw 1
-set arrow from 473.384155,0 to 473.384155,0.00172841 nohead lc rgb '#666666' lw 1
-set arrow from 449.236513,0 to 449.236513,0.00172841 nohead lc rgb '#666666' lw 1
-set arrow from 459.234182,0 to 459.234182,0.00172841 nohead lc rgb '#666666' lw 1
-set arrow from 448.361709,0 to 448.361709,0.00172841 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/wall_time.png b/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index 974b7c9..0000000
Binary files a/benches/results/pagerank/XL/graph500-26/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/benchmark.json b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..6ae1506
--- /dev/null
+++ b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5756 @@
+{
+  "algorithm": "pagerank",
+  "dataset": "graph500-26",
+  "size_class": "XL",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/pagerank_graph500-26",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
+      "--max-iter",
+      "10",
+      "--tol",
+      "0.01"
+    ]
+  },
+  "graph": {
+    "vertices": 32000000,
+    "edges": 1000000000,
+    "nodes_str": "32M",
+    "edges_str": "1B"
+  },
+  "warmup": {
+    "wall_time_s": 145.57679669400386,
+    "sampling_interval_s": 0.4852559889800129
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
+      "index": 0,
+      "wall_time_s": 145.80045889900066,
+      "peak_rss_kb": 14331512,
+      "peak_disk_bytes": 18674549760.0,
+      "returncode": 0,
+      "n_samples": 301
+    },
+    {
+      "index": 1,
+      "wall_time_s": 146.0927843279933,
+      "peak_rss_kb": 14951792,
+      "peak_disk_bytes": 19299338240.0,
+      "returncode": 0,
+      "n_samples": 301
+    },
+    {
+      "index": 2,
+      "wall_time_s": 148.67965280200588,
+      "peak_rss_kb": 15887116,
+      "peak_disk_bytes": 21721666560.0,
+      "returncode": 0,
+      "n_samples": 306
+    },
+    {
+      "index": 3,
+      "wall_time_s": 152.43889566599682,
+      "peak_rss_kb": 14955796,
+      "peak_disk_bytes": 22505674752.0,
+      "returncode": 0,
+      "n_samples": 314
+    },
+    {
+      "index": 4,
+      "wall_time_s": 148.7141460050043,
+      "peak_rss_kb": 14941404,
+      "peak_disk_bytes": 20752329728.0,
+      "returncode": 0,
+      "n_samples": 306
+    }
+  ],
+  "stats": {
+    "wall_time_s": {
+      "n": 5,
+      "median": 148.67965280200588,
+      "mean": 148.34518754000018,
+      "std": 2.6718630048628955,
+      "min": 145.80045889900066,
+      "max": 152.43889566599682,
+      "p90": 150.9489958015998,
+      "p95": 151.6939457337983
+    },
+    "peak_rss_kb": {
+      "n": 5,
+      "median": 14951792.0,
+      "mean": 15013524.0,
+      "std": 556921.8991061493,
+      "min": 14331512,
+      "max": 15887116,
+      "p90": 15514588.0,
+      "p95": 15700852.0
+    },
+    "peak_disk_bytes": {
+      "n": 5,
+      "median": 20752329728.0,
+      "mean": 20590711808.0,
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+      ]
+    }
+  ],
+  "environment": {
+    "timestamp": "2026-09-29T15:36:12.555106+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/disk.dat b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..d83f69b
--- /dev/null
+++ b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.000000 0.000000 0.000000
+2.020202 0.000000 0.000000 0.000000
+3.030303 0.000000 0.000000 0.000000
+4.040404 0.299974 0.067164 0.532784
+5.050505 1.783724 0.000000 3.826827
+6.060606 4.420766 3.685299 5.156233
+7.070707 5.243630 4.316198 6.171063
+8.080808 5.953232 5.548202 6.358261
+9.090909 6.370408 5.916331 6.824485
+10.101010 7.018123 6.750168 7.286077
+11.111111 7.791596 7.404885 8.178307
+12.121212 8.493015 8.098029 8.888002
+13.131313 9.005227 8.633471 9.376984
+14.141414 9.413505 9.032177 9.794832
+15.151515 9.833179 9.472627 10.193730
+16.161616 10.263798 9.902353 10.625242
+17.171717 10.666130 10.298027 11.034233
+18.181818 11.005927 10.590155 11.421698
+19.191919 11.175976 10.746507 11.605445
+20.202020 11.270672 10.851180 11.690164
+21.212121 11.368613 10.828313 11.908914
+22.222222 11.539897 10.824577 12.255217
+23.232323 11.773226 10.847262 12.699191
+24.242424 12.470771 11.930741 13.010801
+25.252525 13.476521 13.048060 13.904981
+26.262626 14.589400 14.381396 14.797405
+27.272727 15.793005 15.211492 16.374518
+28.282828 16.639224 16.264069 17.014379
+29.292929 17.295867 17.031984 17.559749
+30.303030 17.440951 16.567756 18.314146
+31.313131 17.535325 15.922136 19.148514
+32.323232 17.643832 15.934899 19.352765
+33.333333 17.934855 16.015796 19.853914
+34.343434 18.154076 16.268917 20.039234
+35.353535 18.320229 16.057465 20.582993
+36.363636 17.152350 15.308770 18.995930
+37.373737 12.850967 7.314028 18.387906
+38.383838 11.555903 6.753557 16.358249
+39.393939 10.519284 7.353073 13.685495
+40.404040 9.828007 7.561095 12.094920
+41.414141 9.676203 7.723430 11.628976
+42.424242 9.399770 7.261759 11.537781
+43.434343 8.909816 7.177661 10.641971
+44.444444 8.544950 7.837676 9.252224
+45.454545 8.253793 8.252804 8.254782
+46.464646 8.254178 8.254174 8.254181
+47.474747 8.342474 8.241954 8.442994
+48.484848 8.451824 8.303219 8.600429
+49.494949 8.556118 8.556114 8.556121
+50.505051 8.556118 8.556114 8.556121
+51.515152 8.556118 8.556114 8.556121
+52.525253 8.556118 8.556114 8.556121
+53.535354 8.556118 8.556114 8.556121
+54.545455 8.556118 8.556114 8.556121
+55.555556 8.556118 8.556114 8.556121
+56.565657 8.556118 8.556114 8.556121
+57.575758 8.561180 8.548165 8.574195
+58.585859 8.615526 8.462787 8.768265
+59.595960 8.615526 8.462787 8.768265
+60.606061 8.746378 8.508795 8.983960
+61.616162 8.928124 8.776558 9.079690
+62.626263 9.016885 8.951998 9.081771
+63.636364 9.016885 8.951998 9.081771
+64.646465 9.063232 9.008956 9.117509
+65.656566 9.100723 8.950058 9.251387
+66.666667 9.100723 8.950058 9.251387
+67.676768 9.044123 9.038977 9.049268
+68.686869 9.044123 9.038977 9.049268
+69.696970 9.044123 9.038977 9.049268
+70.707071 9.055198 9.027555 9.082842
+71.717172 9.102767 8.953194 9.252341
+72.727273 9.094698 8.972247 9.217149
+73.737374 9.145654 8.889101 9.402206
+74.747475 9.047133 9.041378 9.052888
+75.757576 9.067284 9.018465 9.116104
+76.767677 9.087120 9.026577 9.147663
+77.777778 9.204735 8.958686 9.450783
+78.787879 9.145063 8.960139 9.329987
+79.797980 9.143686 8.889797 9.397575
+80.808081 9.045430 9.036461 9.054400
+81.818182 9.147053 8.990756 9.303351
+82.828283 9.138684 8.939049 9.338318
+83.838384 9.106130 8.968320 9.243940
+84.848485 9.018839 8.921553 9.116126
+85.858586 9.035985 8.878715 9.193255
+86.868687 9.124131 8.834031 9.414231
+87.878788 9.254266 8.718730 9.789802
+88.888889 9.012435 8.875564 9.149306
+89.898990 9.012143 8.875513 9.148773
+90.909091 8.968027 8.849788 9.086267
+91.919192 8.931140 8.833481 9.028798
+92.929293 8.931711 8.712735 9.150687
+93.939394 8.873709 8.769737 8.977680
+94.949495 8.866287 8.758548 8.974026
+95.959596 8.842906 8.777721 8.908091
+96.969697 8.816271 8.815999 8.816543
+97.979798 8.845457 8.812943 8.877971
+98.989899 5.471852 0.904771 10.038933
+100.000000 0.270106 0.226656 0.313556
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/disk.gnuplot b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..f1dc005
--- /dev/null
+++ b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/XL/graph500-26/max_mem_30G_workers_16/disk.png'
+set title "pagerank / graph500-26 (XL) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pagerank/XL/graph500-26/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/disk.png b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..1154350
Binary files /dev/null and b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/rss.dat b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..138d4a4
--- /dev/null
+++ b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.002522 0.001303 0.003741
+1.010101 4.946421 1.766839 8.126003
+2.020202 8.553644 6.998254 10.109034
+3.030303 10.133812 9.559626 10.707999
+4.040404 11.682848 10.905549 12.460147
+5.050505 12.159360 11.939793 12.378927
+6.060606 12.411211 12.297804 12.524618
+7.070707 12.431602 12.326316 12.536887
+8.080808 12.773134 12.346552 13.199716
+9.090909 13.157752 12.452208 13.863297
+10.101010 13.445229 12.744593 14.145866
+11.111111 14.027342 13.572343 14.482341
+12.121212 14.190596 13.818324 14.562867
+13.131313 14.286445 13.730520 14.842370
+14.141414 14.313423 13.697987 14.928859
+15.151515 14.313448 13.697956 14.928941
+16.161616 14.313473 13.697984 14.928962
+17.171717 14.313473 13.697984 14.928962
+18.181818 14.313473 13.697984 14.928962
+19.191919 14.313473 13.697984 14.928962
+20.202020 14.313473 13.697984 14.928962
+21.212121 14.312620 13.699048 14.926191
+22.222222 14.310846 13.701255 14.920437
+23.232323 14.307160 13.705818 14.908502
+24.242424 14.295557 13.720488 14.870625
+25.252525 14.233478 13.694853 14.772102
+26.262626 13.940151 13.306556 14.573746
+27.272727 13.088768 11.947296 14.230239
+28.282828 12.164999 11.476391 12.853607
+29.292929 11.319480 10.482675 12.156285
+30.303030 9.854034 8.679516 11.028553
+31.313131 7.105189 5.964486 8.245892
+32.323232 4.933018 4.212018 5.654019
+33.333333 4.154247 3.865852 4.442642
+34.343434 4.180642 3.891929 4.469354
+35.353535 4.235149 3.914718 4.555580
+36.363636 4.309424 3.963625 4.655224
+37.373737 4.317329 3.946037 4.688620
+38.383838 4.328246 3.961989 4.694503
+39.393939 4.336501 3.971234 4.701768
+40.404040 4.341563 3.975994 4.707132
+41.414141 4.343084 3.977346 4.708821
+42.424242 4.343987 3.978922 4.709052
+43.434343 4.351150 3.971642 4.730658
+44.444444 4.401714 4.078341 4.725086
+45.454545 4.550182 4.220700 4.879663
+46.464646 4.713972 4.218715 5.209230
+47.474747 5.091900 4.751932 5.431868
+48.484848 5.645390 5.347199 5.943580
+49.494949 6.176581 5.997844 6.355317
+50.505051 6.659033 6.396663 6.921403
+51.515152 7.155898 6.621392 7.690405
+52.525253 7.208949 6.646958 7.770940
+53.535354 7.228486 6.661334 7.795639
+54.545455 7.352506 7.024616 7.680396
+55.555556 7.358256 7.022673 7.693839
+56.565657 7.369760 7.028711 7.710809
+57.575758 7.459400 7.237255 7.681545
+58.585859 7.479302 7.258922 7.699683
+59.595960 7.938711 7.390453 8.486969
+60.606061 8.286654 8.089628 8.483680
+61.616162 8.500443 8.091554 8.909331
+62.626263 8.758721 8.334265 9.183176
+63.636364 8.773230 8.360118 9.186341
+64.646465 8.867612 8.440711 9.294513
+65.656566 8.896587 8.515181 9.277993
+66.666667 8.900736 8.516262 9.285209
+67.676768 8.945314 8.643465 9.247164
+68.686869 8.960849 8.651640 9.270058
+69.696970 8.973679 8.660123 9.287235
+70.707071 8.996008 8.693046 9.298970
+71.717172 9.027922 8.713559 9.342285
+72.727273 9.067749 8.721126 9.414372
+73.737374 9.142759 8.764939 9.520579
+74.747475 9.168115 8.780056 9.556175
+75.757576 9.179965 8.790092 9.569838
+76.767677 9.189645 8.798822 9.580469
+77.777778 9.223280 8.845156 9.601403
+78.787879 9.246585 8.864856 9.628314
+79.797980 9.298785 9.002979 9.594590
+80.808081 9.318241 8.996104 9.640378
+81.818182 9.324504 8.998317 9.650691
+82.828283 9.404561 9.056155 9.752968
+83.838384 9.436281 9.098020 9.774541
+84.848485 9.468831 9.140942 9.796720
+85.858586 9.512554 9.146464 9.878643
+86.868687 9.534568 9.151180 9.917957
+87.878788 9.602408 9.189997 10.014819
+88.888889 9.632096 9.216780 10.047412
+89.898990 9.637741 9.219345 10.056137
+90.909091 9.647449 9.217591 10.077307
+91.919192 9.657879 9.221444 10.094314
+92.929293 9.672364 9.225256 10.119472
+93.939394 9.689595 9.238191 10.140999
+94.949495 9.703857 9.247829 10.159884
+95.959596 9.724472 9.258082 10.190863
+96.969697 9.741819 9.273693 10.209945
+97.979798 9.752431 9.279414 10.225447
+98.989899 9.755147 9.286674 10.223621
+100.000000 1.212280 0.000000 4.329052
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/rss.gnuplot b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..4445a68
--- /dev/null
+++ b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/XL/graph500-26/max_mem_30G_workers_16/rss.png'
+set title "pagerank / graph500-26 (XL) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pagerank/XL/graph500-26/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/rss.png b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..509b385
Binary files /dev/null and b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..a4c610d
--- /dev/null
+++ b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+139.788805 2.58391626e-05
+139.861988 3.14514239e-05
+139.935171 3.81927713e-05
+140.008354 4.62701684e-05
+140.081538 5.59242417e-05
+140.154721 6.7433906e-05
+140.227904 8.11214664e-05
+140.301088 9.73582173e-05
+140.374271 0.000116570555
+140.447454 0.00013924661
+140.520638 0.000165943411
+140.593821 0.000197294561
+140.667004 0.000234018415
+140.740188 0.000276926741
+140.813371 0.000326933798
+140.886554 0.000385065792
+140.959738 0.00045247063
+141.032921 0.000530427877
+141.106104 0.000620358789
+141.179288 0.000723836317
+141.252471 0.000842594889
+141.325654 0.00097853981
+141.398837 0.00113375607
+141.472021 0.00131051635
+141.545204 0.00151128793
+141.618387 0.00173873829
+141.691571 0.00199573908
+141.764754 0.0022853682
+141.837937 0.00261090958
+141.911121 0.0029758505
+141.984304 0.00338387601
+142.057487 0.00383886015
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+142.203854 0.00490606848
+142.277037 0.0055268569
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+142.423404 0.00696512031
+142.496587 0.00779176587
+142.569771 0.00869625594
+142.642954 0.00968319768
+142.716137 0.0107571283
+142.78932 0.0119224651
+142.862504 0.0131834512
+142.935687 0.0145440988
+143.00887 0.0160081291
+143.082054 0.0175789097
+143.155237 0.0192593921
+143.22842 0.0210520466
+143.301604 0.0229587996
+143.374787 0.0249809708
+143.44797 0.0271192139
+143.521154 0.0293734603
+143.594337 0.0317428683
+143.66752 0.0342257778
+143.740704 0.0368196721
+143.813887 0.0395211492
+143.88707 0.0423259009
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+144.472537 0.067669303
+144.54572 0.0710649706
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+146.594853 0.136333358
+146.668036 0.137007066
+146.74122 0.13759415
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+146.960769 0.13889786
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+147.180319 0.139624714
+147.253503 0.139756574
+147.326686 0.139836736
+147.399869 0.139865905
+147.473053 0.13984384
+147.546236 0.139769368
+147.619419 0.139640434
+147.692603 0.139454164
+147.765786 0.139206949
+147.838969 0.138894554
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+148.058519 0.137517154
+148.131703 0.136893646
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+148.351252 0.134456703
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+148.643986 0.129731842
+148.717169 0.1282709
+148.790352 0.126697646
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+149.009902 0.121328487
+149.083086 0.119336704
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+149.229452 0.115088891
+149.302636 0.112849856
+149.375819 0.110547113
+149.449002 0.108191568
+149.522186 0.10579487
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+149.668552 0.100927435
+149.741735 0.0984823388
+149.814919 0.0960470317
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+150.034469 0.0889282532
+150.107652 0.0866585866
+150.180835 0.084459452
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+150.327202 0.0803121618
+150.400385 0.0783810383
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+153.254535 0.0468909074
+153.327718 0.045494887
+153.400901 0.0440487807
+153.474085 0.0425587175
+153.547268 0.041031179
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+153.693635 0.0378908128
+153.766818 0.0362918865
+153.840001 0.0346831132
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+153.986368 0.0314634609
+154.059551 0.0298658281
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+154.205918 0.026725979
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+154.352284 0.0236971639
+154.425468 0.0222367185
+154.498651 0.0208178833
+154.571834 0.0194442667
+154.645018 0.0181189719
+154.718201 0.0168445963
+154.791384 0.0156232382
+154.864568 0.0144565076
+154.937751 0.0133455443
+155.010934 0.0122910384
+155.084118 0.0112932569
+155.157301 0.0103520714
+155.230484 0.00946698983
+155.303667 0.00863718927
+155.376851 0.00786155022
+155.450034 0.00713869143
+155.523217 0.00646700478
+155.596401 0.00584468974
+155.669584 0.00526978689
+155.742767 0.00474021022
+155.815951 0.0042537778
+155.889134 0.00380824053
+155.962317 0.00340130884
+156.035501 0.00303067716
+156.108684 0.00269404598
+156.181867 0.00238914155
+156.255051 0.00211373314
+156.328234 0.00186564795
+156.401417 0.00164278369
+156.474601 0.00144311889
+156.547784 0.00126472118
+156.620967 0.00110575354
+156.69415 0.000964478783
+156.767334 0.000839262366
+156.840517 0.000728573704
+156.9137 0.000630986196
+156.986884 0.000545176091
+157.060067 0.000469920382
+157.13325 0.000404093873
+157.206434 0.000346665578
+157.279617 0.000296694584
+157.3528 0.000253325517
+157.425984 0.000215783708
+157.499167 0.000183370195
+157.57235 0.000155456613
+157.645534 0.000131480093
+157.718717 0.000110938206
+157.7919 9.33840261e-05
+157.865084 7.84213584e-05
+157.938267 6.57001603e-05
+158.01145 5.49121933e-05
+158.084633 4.57869208e-05
+158.157817 3.80876664e-05
+158.231 3.16080399e-05
+158.304183 2.61686329e-05
+158.377367 2.16139812e-05
+158.45055 1.78097885e-05
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..b208a0c
--- /dev/null
+++ b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/XL/graph500-26/max_mem_30G_workers_16/wall_time.png'
+set title "pagerank / graph500-26 (XL) — max_mem_30G workers_16\nmedian=148.680s  mean=148.345s  std=2.672s  min=145.800s  max=152.439s  p90=150.949s  p95=151.694s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.181826]
+set xrange [139.788805:158.450550]
+set grid y
+set key top right
+set arrow from 148.679653,0 to 148.679653,0.181826 nohead lc rgb 'red' lw 2
+set label 'median 148.680s' at 148.679653,0.181826 offset char 0,1 tc rgb 'red'
+set arrow from 150.948996,0 to 150.948996,0.181826 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 150.949s' at 150.948996,0.181826 offset char 0,1 tc rgb 'orange'
+set arrow from 151.693946,0 to 151.693946,0.181826 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 151.694s' at 151.693946,0.181826 offset char 0,1 tc rgb 'orange'
+set arrow from 145.800459,0 to 145.800459,0.00559464 nohead lc rgb '#666666' lw 1
+set arrow from 146.092784,0 to 146.092784,0.00559464 nohead lc rgb '#666666' lw 1
+set arrow from 148.679653,0 to 148.679653,0.00559464 nohead lc rgb '#666666' lw 1
+set arrow from 152.438896,0 to 152.438896,0.00559464 nohead lc rgb '#666666' lw 1
+set arrow from 148.714146,0 to 148.714146,0.00559464 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/pagerank/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/pagerank/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/wall_time.png b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..a037a57
Binary files /dev/null and b/benches/results/pagerank/XL/graph500-26/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/benchmark.json b/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index 38a22e0..0000000
--- a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,17330 +0,0 @@
-{
-  "algorithm": "pagerank",
-  "dataset": "graph500-27",
-  "size_class": "XL",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/pagerank_graph500-27",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--max-iter",
-      "10",
-      "--tol",
-      "0.01"
-    ]
-  },
-  "graph": {
-    "vertices": 63000000,
-    "edges": 2000000000,
-    "nodes_str": "63M",
-    "edges_str": "2B"
-  },
-  "warmup": {
-    "wall_time_s": 1093.111614035006,
-    "sampling_interval_s": 1.0
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 1076.3821327569894,
-      "peak_rss_kb": 16154856,
-      "peak_disk_bytes": 34363682816.0,
-      "returncode": 0,
-      "n_samples": 1076
-    },
-    {
-      "index": 1,
-      "wall_time_s": 1079.3132100639923,
-      "peak_rss_kb": 16473240,
-      "peak_disk_bytes": 34363682816.0,
-      "returncode": 0,
-      "n_samples": 1078
-    },
-    {
-      "index": 2,
-      "wall_time_s": 1070.7769155520073,
-      "peak_rss_kb": 16473400,
-      "peak_disk_bytes": 34363682816.0,
-      "returncode": 0,
-      "n_samples": 1069
-    },
-    {
-      "index": 3,
-      "wall_time_s": 1096.1199954249896,
-      "peak_rss_kb": 16132364,
-      "peak_disk_bytes": 34363681792.0,
-      "returncode": 0,
-      "n_samples": 1093
-    },
-    {
-      "index": 4,
-      "wall_time_s": 1074.5411845430208,
-      "peak_rss_kb": 16666416,
-      "peak_disk_bytes": 34363682816.0,
-      "returncode": 0,
-      "n_samples": 1070
-    }
-  ],
-  "stats": {
-    "wall_time_s": {
-      "n": 5,
-      "median": 1076.3821327569894,
-      "mean": 1079.4266876682,
-      "std": 9.83152345881764,
-      "min": 1070.7769155520073,
-      "max": 1096.1199954249896,
-      "p90": 1089.3972812805905,
-      "p95": 1092.75863835279
-    },
-    "peak_rss_kb": {
-      "n": 5,
-      "median": 16473240.0,
-      "mean": 16380055.2,
-      "std": 229926.49730555198,
-      "min": 16132364,
-      "max": 16666416,
-      "p90": 16589209.6,
-      "p95": 16627812.8
-    },
-    "peak_disk_bytes": {
-      "n": 5,
-      "median": 34363682816.0,
-      "mean": 34363682611.2,
-      "std": 457.9467217919569,
-      "min": 34363681792.0,
-      "max": 34363682816.0,
-      "p90": 34363682816.0,
-      "p95": 34363682816.0
-    },
-    "medges_per_sec": 1.8580761786497733
-  },
-  "series": {
-    "alignment": "dtw",
-    "ref_run": 0,
-    "band_frac": 0.25,
-    "grid_size": 100,
-    "rss_bands_gib": [
-      [
-        0.003003692626953125,
-        0.00010508598007545437,
-        0.0059022992738307955
-      ],
-      [
-        8.031532607844923,
-        7.8197278337889395,
-        8.243337381900908
-      ],
-      [
-        9.083147413216274,
-        8.912841953779655,
-        9.253452872652893
-      ],
-      [
-        9.986890556389747,
-        9.934376165507093,
-        10.039404947272402
-      ],
-      [
-        10.068626363758474,
-        9.978297111919238,
-        10.15895561559771
-      ],
-      [
-        10.11318824362756,
-        10.05192791767612,
-        10.174448569579
-      ],
-      [
-        10.344911664815868,
-        9.793337113696342,
-        10.896486215935393
-      ],
-      [
-        10.478459732056828,
-        9.970602734710226,
-        10.98631672940343
-      ],
-      [
-        10.652084026355606,
-        10.133557580632969,
-        11.170610472078243
-      ],
-      [
-        10.653134246089493,
-        10.13541869773599,
-        11.170849794442997
-      ],
-      [
-        10.504627937408987,
-        10.14453466386113,
-        10.864721210956844
-      ],
-      [
-        10.887038327257192,
-        10.679890140637323,
-        11.094186513877062
-      ],
-      [
-        10.777969068125149,
-        10.271397131481736,
-        11.284541004768561
-      ],
-      [
-        10.937225923494411,
-        10.710678354588351,
-        11.163773492400471
-      ],
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-        11.10334865765498,
-        10.870588138305692,
-        11.336109177004268
-      ],
-      [
-        11.088244313566914,
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-        11.291854322505678
-      ],
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-        11.888760030084734
-      ],
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-        11.312519976982212,
-        10.706918229257083,
-        11.918121724707342
-      ],
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-        11.110369810651786,
-        10.883982758278096,
-        11.336756863025476
-      ],
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-        10.854504941493907,
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-        11.181835970319343
-      ],
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-        11.14031818271164,
-        10.864476791959767,
-        11.416159573463514
-      ],
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-        10.901685194174313,
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-        11.416788540231252
-      ],
-      [
-        10.299519480166714,
-        9.36918699602661,
-        11.229851964306818
-      ],
-      [
-        9.423088911325618,
-        8.483365698224569,
-        10.362812124426666
-      ],
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-        8.673624894708722,
-        8.242719676376009,
-        9.104530113041434
-      ],
-      [
-        8.586005497288156,
-        8.17384218885643,
-        8.998168805719882
-      ],
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-        8.551433173351692,
-        8.097618315207843,
-        9.00524803149554
-      ],
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-        8.564804251481451,
-        8.154122240480499,
-        8.975486262482404
-      ],
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-        8.664573840734045,
-        8.46170040551191,
-        8.867447275956179
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-        8.718442280958152,
-        8.527588628052813,
-        8.909295933863492
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-        8.958280112179363,
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-    "platform": "Linux-7.0.0-1010-aws-x86_64-with-glibc2.43",
-    "python": "3.14.4",
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\ No newline at end of file
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/disk.dat b/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index d2b94c6..0000000
--- a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.000000 0.000000 0.000001
-2.020202 0.000000 0.000000 0.000001
-3.030303 3.964963 3.963231 3.966695
-4.040404 5.701022 5.696517 5.705526
-5.050505 5.701022 5.696517 5.705526
-6.060606 6.862970 3.910473 9.815467
-7.070707 7.650420 4.522861 10.777978
-8.080808 10.227573 4.864430 15.590716
-9.090909 10.227573 4.864430 15.590716
-10.101010 13.398135 7.770183 19.026087
-11.111111 16.976704 8.922037 25.031371
-12.121212 18.215722 9.710056 26.721388
-13.131313 18.330933 9.728574 26.933291
-14.141414 19.102400 10.300273 27.904527
-15.151515 19.717059 10.690024 28.744095
-16.161616 20.062977 11.923079 28.202875
-17.171717 20.871393 14.802222 26.940563
-18.181818 22.638144 18.843506 26.432781
-19.191919 25.219579 21.592706 28.846452
-20.202020 26.798254 24.089162 29.507346
-21.212121 29.199682 27.907004 30.492360
-22.222222 17.101908 0.242481 33.961334
-23.232323 7.876018 0.000000 16.384371
-24.242424 3.809832 1.980375 5.639290
-25.252525 5.517283 3.843086 7.191479
-26.262626 9.869810 8.836274 10.903347
-27.272727 14.083903 11.612739 16.555067
-28.282828 15.430540 14.327832 16.533248
-29.292929 16.555891 16.499657 16.612125
-30.303030 16.577763 16.577760 16.577765
-31.313131 16.577763 16.577760 16.577765
-32.323232 16.577763 16.577760 16.577765
-33.333333 16.836632 16.558583 17.114682
-34.343434 17.049724 16.868043 17.231405
-35.353535 17.036459 16.853479 17.219440
-36.363636 17.036459 16.853479 17.219440
-37.373737 17.036459 16.853479 17.219440
-38.383838 17.147290 17.147288 17.147293
-39.393939 17.147290 17.147288 17.147293
-40.404040 17.147290 17.147288 17.147293
-41.414141 17.147290 17.147288 17.147293
-42.424242 17.151816 17.140181 17.163452
-43.434343 17.243731 17.010054 17.477408
-44.444444 17.243731 17.010054 17.477408
-45.454545 17.266020 17.040666 17.491374
-46.464646 17.357970 17.092282 17.623658
-47.474747 17.449922 17.200019 17.699826
-48.484848 17.682506 17.284664 18.080348
-49.494949 18.186734 17.824181 18.549287
-50.505051 18.004478 18.004476 18.004481
-51.515152 18.004478 18.004476 18.004481
-52.525253 18.004478 18.004476 18.004481
-53.535354 18.004478 18.004476 18.004481
-54.545455 18.004478 18.004476 18.004481
-55.555556 18.004478 18.004476 18.004481
-56.565657 18.004478 18.004476 18.004481
-57.575758 18.015318 17.987450 18.043186
-58.585859 18.278560 17.990691 18.566428
-59.595960 18.408318 17.876812 18.939824
-60.606061 18.194437 17.783528 18.605346
-61.616162 18.029222 18.015361 18.043082
-62.626263 18.029222 18.015361 18.043082
-63.636364 18.029222 18.015361 18.043082
-64.646465 18.029222 18.015361 18.043082
-65.656566 18.029222 18.015361 18.043082
-66.666667 18.029222 18.015361 18.043082
-67.676768 18.029222 18.015361 18.043082
-68.686869 18.029222 18.015361 18.043082
-69.696970 18.058917 17.977983 18.139852
-70.707071 18.184112 17.920144 18.448080
-71.717172 18.318166 17.537055 19.099278
-72.727273 18.013047 17.999185 18.026910
-73.737374 18.013047 17.999185 18.026910
-74.747475 18.013047 17.999185 18.026910
-75.757576 18.013047 17.999185 18.026910
-76.767677 18.153964 17.918167 18.389761
-77.777778 18.459547 17.734823 19.184271
-78.787879 18.589826 17.924364 19.255287
-79.797980 18.027319 17.840966 18.213672
-80.808081 18.013354 17.821870 18.204838
-81.818182 17.938876 17.938874 17.938879
-82.828283 18.080183 17.716883 18.443482
-83.838384 18.034762 17.821750 18.247773
-84.848485 17.885046 17.828543 17.941548
-85.858586 17.885046 17.828543 17.941548
-86.868687 17.885046 17.828543 17.941548
-87.878788 17.940324 17.863527 18.017122
-88.888889 17.949863 17.732080 18.167647
-89.898990 17.867190 17.782468 17.951913
-90.909091 17.885461 17.794384 17.976539
-91.919192 17.821624 17.678968 17.964281
-92.929293 17.821624 17.678968 17.964281
-93.939394 18.081804 17.764451 18.399156
-94.949495 17.834449 17.585683 18.083215
-95.959596 17.698495 17.656097 17.740892
-96.969697 17.622118 17.622116 17.622121
-97.979798 17.622118 17.622116 17.622121
-98.989899 17.696748 17.570915 17.822581
-100.000000 0.423668 0.423641 0.423695
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/disk.gnuplot b/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index 4079ade..0000000
--- a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/disk.png'
-set title "pagerank / graph500-27 (XL) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/disk.png b/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index 3e0cd76..0000000
Binary files a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/rss.dat b/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index 6c96497..0000000
--- a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.003004 0.000105 0.005902
-1.010101 8.031533 7.819728 8.243337
-2.020202 9.083147 8.912842 9.253453
-3.030303 9.986891 9.934376 10.039405
-4.040404 10.068626 9.978297 10.158956
-5.050505 10.113188 10.051928 10.174449
-6.060606 10.344912 9.793337 10.896486
-7.070707 10.478460 9.970603 10.986317
-8.080808 10.652084 10.133558 11.170610
-9.090909 10.653134 10.135419 11.170850
-10.101010 10.504628 10.144535 10.864721
-11.111111 10.887038 10.679890 11.094187
-12.121212 10.777969 10.271397 11.284541
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-95.959596 14.026256 13.532655 14.519857
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-97.979798 13.779339 13.527307 14.031372
-98.989899 14.297560 14.008704 14.586416
-100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/rss.gnuplot b/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index 7161618..0000000
--- a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/rss.png'
-set title "pagerank / graph500-27 (XL) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/rss.png b/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index f096b1b..0000000
Binary files a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/wall_time.dat b/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index bed580a..0000000
--- a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-1059.83307 9.79897318e-06
-1060.01829 1.2819105e-05
-1060.20351 1.66936504e-05
-1060.38873 2.16402401e-05
-1060.57395 2.79248431e-05
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-1061.50004 9.33113864e-05
-1061.68526 0.000117163222
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-1107.06384 9.78317728e-06
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index 94f27ed..0000000
--- a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/wall_time.png'
-set title "pagerank / graph500-27 (XL) — max_mem_24G workers_4\nmedian=1076.382s  mean=1079.427s  std=9.832s  min=1070.777s  max=1096.120s  p90=1089.397s  p95=1092.759s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.0948077]
-set xrange [1059.833074:1107.063837]
-set grid y
-set key top right
-set arrow from 1076.382133,0 to 1076.382133,0.0948077 nohead lc rgb 'red' lw 2
-set label 'median 1076.382s' at 1076.382133,0.0948077 offset char 0,1 tc rgb 'red'
-set arrow from 1089.397281,0 to 1089.397281,0.0948077 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 1089.397s' at 1089.397281,0.0948077 offset char 0,1 tc rgb 'orange'
-set arrow from 1092.758638,0 to 1092.758638,0.0948077 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 1092.759s' at 1092.758638,0.0948077 offset char 0,1 tc rgb 'orange'
-set arrow from 1076.382133,0 to 1076.382133,0.00291716 nohead lc rgb '#666666' lw 1
-set arrow from 1079.313210,0 to 1079.313210,0.00291716 nohead lc rgb '#666666' lw 1
-set arrow from 1070.776916,0 to 1070.776916,0.00291716 nohead lc rgb '#666666' lw 1
-set arrow from 1096.119995,0 to 1096.119995,0.00291716 nohead lc rgb '#666666' lw 1
-set arrow from 1074.541185,0 to 1074.541185,0.00291716 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/wall_time.png b/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index 9bca0d2..0000000
Binary files a/benches/results/pagerank/XL/graph500-27/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/benchmark.json b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..b0257ef
--- /dev/null
+++ b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,7259 @@
+{
+  "algorithm": "pagerank",
+  "dataset": "graph500-27",
+  "size_class": "XL",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/pagerank_graph500-27",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
+      "--max-iter",
+      "10",
+      "--tol",
+      "0.01"
+    ]
+  },
+  "graph": {
+    "vertices": 63000000,
+    "edges": 2000000000,
+    "nodes_str": "63M",
+    "edges_str": "2B"
+  },
+  "warmup": {
+    "wall_time_s": 420.38862209100625,
+    "sampling_interval_s": 1.0
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
+      "index": 0,
+      "wall_time_s": 351.2714749230072,
+      "peak_rss_kb": 18174388,
+      "peak_disk_bytes": 47410170880.0,
+      "returncode": 0,
+      "n_samples": 352
+    },
+    {
+      "index": 1,
+      "wall_time_s": 416.1072843039874,
+      "peak_rss_kb": 16562840,
+      "peak_disk_bytes": 45914589184.0,
+      "returncode": 0,
+      "n_samples": 417
+    },
+    {
+      "index": 2,
+      "wall_time_s": 420.3548854020046,
+      "peak_rss_kb": 18896828,
+      "peak_disk_bytes": 45258166272.0,
+      "returncode": 0,
+      "n_samples": 421
+    },
+    {
+      "index": 3,
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+  ],
+  "environment": {
+    "timestamp": "2026-09-29T17:58:00.840473+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/disk.dat b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..443fe15
--- /dev/null
+++ b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.000000 0.000000 0.000000
+2.020202 1.697831 0.000000 4.404865
+3.030303 2.724246 0.000000 6.719590
+4.040404 5.570486 1.883018 9.257954
+5.050505 7.665459 6.003391 9.327528
+6.060606 8.249777 5.782473 10.717080
+7.070707 9.325001 6.487990 12.162012
+8.080808 9.769108 6.273110 13.265105
+9.090909 9.982127 6.176515 13.787738
+10.101010 10.056873 6.130283 13.983463
+11.111111 10.884095 5.509446 16.258744
+12.121212 11.678938 6.132534 17.225342
+13.131313 12.859944 6.250093 19.469794
+14.141414 13.314217 6.038988 20.589445
+15.151515 14.393659 6.689720 22.097599
+16.161616 15.191791 6.846867 23.536715
+17.171717 22.543740 19.569189 25.518292
+18.181818 30.355182 26.962543 33.747822
+19.191919 31.411088 28.374029 34.448146
+20.202020 32.569045 30.026759 35.111331
+21.212121 33.392387 30.622013 36.162762
+22.222222 34.246297 31.858696 36.633898
+23.232323 35.527072 33.119374 37.934771
+24.242424 36.050712 34.223899 37.877525
+25.252525 39.098466 33.762425 44.434506
+26.262626 24.234900 12.223509 36.246290
+27.272727 23.196555 11.813671 34.579438
+28.282828 21.722767 9.294920 34.150613
+29.292929 21.997247 8.870142 35.124351
+30.303030 22.269030 8.443315 36.094745
+31.313131 22.539249 8.018932 37.059566
+32.323232 20.352164 11.453202 29.251126
+33.333333 17.934662 15.277842 20.591482
+34.343434 16.852038 16.522983 17.181093
+35.353535 16.944259 16.613179 17.275340
+36.363636 17.375548 16.669885 18.081210
+37.373737 17.665611 17.127107 18.204116
+38.383838 17.665904 17.127101 18.204707
+39.393939 17.665904 17.127101 18.204707
+40.404040 17.732096 17.109217 18.354975
+41.414141 17.700052 17.122301 18.277802
+42.424242 17.753433 17.092604 18.414262
+43.434343 17.685784 17.124833 18.246736
+44.444444 17.652391 17.126335 18.178447
+45.454545 17.652391 17.126335 18.178447
+46.464646 17.842142 17.612690 18.071593
+47.474747 17.990038 17.947970 18.032105
+48.484848 17.976232 17.924746 18.027717
+49.494949 17.976232 17.924746 18.027717
+50.505051 17.976232 17.924746 18.027717
+51.515152 17.976232 17.924746 18.027717
+52.525253 17.976232 17.924746 18.027717
+53.535354 17.976232 17.924746 18.027717
+54.545455 17.982617 17.924687 18.040547
+55.555556 18.129765 17.738089 18.521440
+56.565657 17.989002 17.926343 18.051662
+57.575758 18.073943 17.823362 18.324524
+58.585859 17.982910 17.924858 18.040962
+59.595960 17.982910 17.924858 18.040962
+60.606061 17.982910 17.924858 18.040962
+61.616162 17.982910 17.924858 18.040962
+62.626263 18.043787 17.851176 18.236397
+63.636364 17.976818 17.924938 18.028697
+64.646465 17.976818 17.924938 18.028697
+65.656566 17.976818 17.924938 18.028697
+66.666667 17.976818 17.924938 18.028697
+67.676768 17.976818 17.924938 18.028697
+68.686869 17.980322 17.925350 18.035294
+69.696970 18.206186 17.600583 18.811789
+70.707071 18.026668 17.833828 18.219507
+71.717172 17.949205 17.898044 18.000367
+72.727273 17.975431 17.901679 18.049182
+73.737374 17.910280 17.861365 17.959195
+74.747475 18.194079 17.646453 18.741706
+75.757576 17.899335 17.725561 18.073109
+76.767677 17.885320 17.689728 18.080912
+77.777778 17.885320 17.689728 18.080912
+78.787879 17.876906 17.666331 18.087482
+79.797980 18.031872 17.429997 18.633746
+80.808081 17.793454 17.658901 17.928007
+81.818182 17.793454 17.658901 17.928007
+82.828283 17.793454 17.658901 17.928007
+83.838384 17.793454 17.658901 17.928007
+84.848485 17.779439 17.633633 17.925245
+85.858586 17.779439 17.633633 17.925245
+86.868687 17.779439 17.633633 17.925245
+87.878788 17.779439 17.633633 17.925245
+88.888889 17.786415 17.647259 17.925571
+89.898990 17.771025 17.614817 17.927234
+90.909091 17.771025 17.614817 17.927234
+91.919192 17.771025 17.614817 17.927234
+92.929293 17.771025 17.614817 17.927234
+93.939394 17.766029 17.602598 17.929459
+94.949495 17.899894 17.538701 18.261087
+95.959596 17.656478 17.614250 17.698706
+96.969697 17.645151 17.570833 17.719469
+97.979798 14.245995 5.362592 23.129397
+98.989899 10.882684 0.000000 21.858142
+100.000000 0.425955 0.425907 0.426003
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/disk.gnuplot b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..32de493
--- /dev/null
+++ b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/XL/graph500-27/max_mem_30G_workers_16/disk.png'
+set title "pagerank / graph500-27 (XL) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pagerank/XL/graph500-27/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/disk.png b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..bc5a14e
Binary files /dev/null and b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/rss.dat b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..2418f17
--- /dev/null
+++ b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000826 0.000000 0.002136
+1.010101 3.837307 0.000000 9.877879
+2.020202 4.967425 0.000000 12.787275
+3.030303 9.654272 3.419515 15.889029
+4.040404 12.850734 11.238167 14.463301
+5.050505 13.597342 12.439029 14.755655
+6.060606 13.597389 12.439012 14.755767
+7.070707 14.015174 13.113433 14.916914
+8.080808 14.008894 13.112445 14.905344
+9.090909 13.968144 13.137730 14.798557
+10.101010 13.987533 13.126657 14.848410
+11.111111 13.941804 13.150252 14.733356
+12.121212 14.226830 13.312024 15.141636
+13.131313 14.178528 13.269054 15.088002
+14.141414 14.509121 13.346803 15.671440
+15.151515 14.820781 13.793392 15.848171
+16.161616 14.793236 13.783548 15.802924
+17.171717 16.293857 14.778120 17.809593
+18.181818 14.072429 12.354241 15.790617
+19.191919 13.661328 11.442878 15.879778
+20.202020 13.547522 11.443518 15.651526
+21.212121 13.368706 11.513490 15.223923
+22.222222 12.601272 11.754234 13.448311
+23.232323 12.402785 11.503013 13.302557
+24.242424 12.416565 11.513422 13.319708
+25.252525 9.527714 5.087516 13.967912
+26.262626 11.326406 9.056019 13.596794
+27.272727 11.815333 10.097553 13.533113
+28.282828 12.041938 10.845543 13.238332
+29.292929 12.082986 10.864591 13.301381
+30.303030 12.083467 10.864256 13.302678
+31.313131 12.084773 10.863344 13.306202
+32.323232 12.088220 10.860910 13.315530
+33.333333 12.242372 10.944096 13.540649
+34.343434 12.337635 10.980422 13.694848
+35.353535 12.232445 10.736925 13.727964
+36.363636 12.603377 11.301496 13.905258
+37.373737 12.897878 11.324727 14.471029
+38.383838 13.374183 11.763394 14.984971
+39.393939 13.255785 11.487553 15.024016
+40.404040 13.266192 11.556326 14.976058
+41.414141 12.844414 10.860826 14.828002
+42.424242 13.078203 11.339030 14.817376
+43.434343 12.977141 11.641340 14.312943
+44.444444 13.282735 12.105350 14.460120
+45.454545 13.259782 12.097314 14.422249
+46.464646 13.349688 12.101899 14.597476
+47.474747 13.046652 11.602759 14.490546
+48.484848 13.312677 11.941454 14.683901
+49.494949 13.326778 11.933996 14.719560
+50.505051 13.327960 11.933017 14.722904
+51.515152 13.328043 11.932990 14.723096
+52.525253 13.293981 11.959825 14.628136
+53.535354 13.070250 12.043994 14.096507
+54.545455 13.189341 12.019954 14.358729
+55.555556 13.255390 11.976784 14.533995
+56.565657 13.190507 11.509911 14.871102
+57.575758 13.233559 11.557929 14.909188
+58.585859 13.304450 11.798190 14.810710
+59.595960 13.294723 11.806138 14.783308
+60.606061 13.210406 11.865243 14.555570
+61.616162 13.216594 11.889648 14.543540
+62.626263 13.245452 11.872905 14.617999
+63.636364 13.310336 11.826020 14.794652
+64.646465 13.322862 11.815797 14.829926
+65.656566 13.386682 11.906423 14.866940
+66.666667 13.350488 11.957507 14.743469
+67.676768 13.277637 12.009247 14.546028
+68.686869 13.291448 12.000601 14.582295
+69.696970 13.378060 11.934386 14.821734
+70.707071 13.228115 11.575281 14.880948
+71.717172 13.299759 11.921854 14.677664
+72.727273 13.071740 11.739708 14.403772
+73.737374 13.270389 11.873915 14.666863
+74.747475 13.316918 11.817535 14.816301
+75.757576 13.430179 12.004345 14.856013
+76.767677 13.422342 12.018105 14.826580
+77.777778 13.236837 12.092026 14.381649
+78.787879 13.272090 12.125789 14.418392
+79.797980 13.401709 12.081311 14.722108
+80.808081 13.193057 11.538843 14.847272
+81.818182 13.169899 11.518472 14.821326
+82.828283 13.116801 11.550792 14.682809
+83.838384 13.080220 11.568687 14.591753
+84.848485 13.168188 11.519621 14.816755
+85.858586 13.166460 11.520774 14.812145
+86.868687 13.160585 11.524643 14.796527
+87.878788 13.073008 11.571753 14.574262
+88.888889 13.141782 11.536466 14.747098
+89.898990 12.889623 11.101648 14.677598
+90.909091 12.891756 11.100060 14.683453
+91.919192 12.889937 11.101414 14.678461
+92.929293 12.798690 11.160083 14.437298
+93.939394 12.888220 11.102686 14.673753
+94.949495 13.294848 11.679650 14.910046
+95.959596 12.965766 11.145957 14.785576
+96.969697 12.548576 10.760026 14.337125
+97.979798 10.801321 3.774449 17.828194
+98.989899 8.299311 0.000000 17.068725
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/rss.gnuplot b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..b43de9e
--- /dev/null
+++ b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/XL/graph500-27/max_mem_30G_workers_16/rss.png'
+set title "pagerank / graph500-27 (XL) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pagerank/XL/graph500-27/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/rss.png b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..a1634ee
Binary files /dev/null and b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..448e2bd
--- /dev/null
+++ b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+342.258367 1.18789189e-05
+342.599973 2.15352341e-05
+342.94158 3.81540391e-05
+343.283186 6.60616907e-05
+343.624792 0.000111783342
+343.966399 0.000184851396
+344.308005 0.000298735353
+344.649611 0.000471811746
+344.991218 0.000728230925
+345.332824 0.0010984688
+345.674431 0.00161928979
+346.016037 0.00233281162
+346.357643 0.00328437701
+346.69925 0.00451902327
+347.040856 0.00607651247
+347.382462 0.00798513843
+347.724069 0.0102548367
+348.065675 0.0128704368
+348.407282 0.0157861442
+348.748888 0.0189224378
+349.090494 0.0221664603
+349.432101 0.0253766243
+349.773707 0.0283915821
+350.115314 0.0310429924
+350.45692 0.0331707892
+350.798526 0.0346390738
+351.140133 0.0353504527
+351.481739 0.0352567218
+351.823345 0.0343642697
+352.164952 0.0327333572
+352.506558 0.030471387
+352.848165 0.027721207
+353.189771 0.0246462183
+353.531377 0.0214144382
+353.872984 0.0181836609
+354.21459 0.0150894775
+354.556196 0.0122372919
+354.897803 0.00969872575
+355.239409 0.0075121159
+355.581016 0.00568627844
+355.922622 0.00420641585
+356.264228 0.00304098676
+356.605835 0.0021484987
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+357.289047 0.00100099279
+357.630654 0.000660094686
+357.97226 0.000425402233
+358.313867 0.000267923949
+358.655473 0.000164907933
+358.997079 9.91950043e-05
+359.338686 5.83117794e-05
+359.680292 3.34997086e-05
+360.021899 1.88080601e-05
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+360.705111 5.53356072e-06
+361.046718 2.89976216e-06
+361.388324 1.48504057e-06
+361.72993 7.43245862e-07
+362.071537 3.63533906e-07
+362.413143 1.73770314e-07
+362.75475 8.11754099e-08
+363.096356 3.70588242e-08
+363.437962 1.65339653e-08
+363.779569 7.20909336e-09
+364.121175 3.07186778e-09
+364.462781 1.2792123e-09
+364.804388 5.20596182e-10
+365.145994 2.07051114e-10
+365.487601 8.04771159e-11
+365.829207 3.05692989e-11
+366.170813 1.13479338e-11
+366.51242 4.11686238e-12
+366.854026 1.45960098e-12
+367.195632 5.05731709e-13
+367.537239 1.71247588e-13
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+368.220452 1.83268466e-14
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+368.903664 1.78905624e-15
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+369.586877 1.59306392e-16
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+370.27009 1.29394369e-17
+370.611696 3.56273751e-18
+370.953303 9.58673045e-19
+371.294909 2.5210151e-19
+371.636515 6.47886036e-20
+371.978122 1.62719662e-20
+372.319728 3.99392299e-21
+372.661335 9.58026633e-22
+373.002941 2.24581366e-22
+373.344547 5.14503219e-23
+373.686154 1.15191575e-23
+374.02776 2.52041221e-24
+374.369366 5.38940319e-25
+374.710973 1.1262324e-25
+375.052579 2.30003053e-26
+375.394186 4.59047286e-27
+375.735792 8.95363712e-28
+376.077398 1.70671024e-28
+376.419005 3.17935002e-29
+376.760611 5.78808807e-30
+377.102217 1.02979353e-30
+377.443824 1.79053754e-31
+377.78543 3.04253051e-32
+378.127037 5.05248106e-33
+378.468643 8.19960039e-34
+378.810249 1.30046576e-34
+379.151856 2.01568841e-35
+379.493462 3.05327635e-36
+379.835069 4.51988174e-37
+380.176675 6.53892372e-38
+380.518281 9.24493179e-39
+380.859888 1.27737788e-39
+381.201494 1.72485787e-40
+381.5431 2.2761741e-41
+381.884707 2.93545807e-42
+382.226313 3.69968314e-43
+382.56792 4.55692284e-44
+382.909526 5.485511e-45
+383.251132 6.47662508e-46
+383.592739 9.57770083e-47
+383.934345 1.98630352e-46
+384.275951 1.63974393e-45
+384.617558 1.37930171e-44
+384.959164 1.13448055e-43
+385.300771 9.11918644e-43
+385.642377 7.16363445e-42
+385.983983 5.49957315e-41
+386.32559 4.12612893e-40
+386.667196 3.02534462e-39
+387.008802 2.16782967e-38
+387.350409 1.51807668e-37
+387.692015 1.03891618e-36
+388.033622 6.94841197e-36
+388.375228 4.5415998e-35
+388.716834 2.90101796e-34
+389.058441 1.81096572e-33
+389.400047 1.10481179e-32
+389.741654 6.58695403e-32
+390.08326 3.83794926e-31
+390.424866 2.18540582e-30
+390.766473 1.21613906e-29
+391.108079 6.61382435e-29
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+392.816111 2.22881617e-25
+393.157717 1.05597478e-24
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+393.84093 2.21241832e-23
+394.182536 9.7836678e-23
+394.524143 4.22819091e-22
+394.865749 1.78577176e-21
+395.207356 7.37082039e-21
+395.548962 2.97320099e-20
+395.890568 1.172064e-19
+396.232175 4.51540876e-19
+396.573781 1.70004955e-18
+396.915387 6.25525391e-18
+397.256994 2.24929942e-17
+397.5986 7.90439603e-17
+397.940207 2.71462193e-16
+398.281813 9.11107107e-16
+398.623419 2.98847166e-15
+398.965026 9.57962966e-15
+399.306632 3.00101702e-14
+399.648239 9.18773994e-14
+399.989845 2.74896891e-13
+400.331451 8.03808013e-13
+400.673058 2.29697758e-12
+401.014664 6.41480939e-12
+401.35627 1.75079017e-11
+401.697877 4.66991199e-11
+402.039483 1.2173308e-10
+402.38109 3.10123807e-10
+402.722696 7.72128654e-10
+403.064302 1.87877189e-09
+403.405909 4.4677651e-09
+403.747515 1.03834326e-08
+404.089121 2.35846149e-08
+404.430728 5.23548927e-08
+404.772334 1.13587473e-07
+405.113941 2.40853555e-07
+405.455547 4.99149679e-07
+405.797153 1.01104467e-06
+406.13876 2.00161082e-06
+406.480366 3.87318377e-06
+406.821972 7.32566258e-06
+407.163579 1.35434508e-05
+407.505185 2.44754761e-05
+407.846792 4.32385495e-05
+408.188398 7.46743706e-05
+408.530004 0.000126083747
+408.871611 0.000208144727
+409.213217 0.000335991488
+409.554824 0.000530386851
+409.89643 0.000818865488
+410.238036 0.00123666425
+410.579643 0.00182720308
+410.921249 0.00264185215
+411.262855 0.00373873695
+411.604462 0.00518040979
+411.946068 0.00703035883
+412.287675 0.00934852526
+412.629281 0.012186225
+412.970887 0.0155810746
+413.312494 0.0195526419
+413.6541 0.0240995264
+413.995706 0.0291983859
+414.337313 0.0348050765
+414.678919 0.0408576145
+415.020526 0.0472802069
+415.362132 0.0539872581
+415.703738 0.060886164
+416.045345 0.0678779335
+416.386951 0.0748552213
+416.728557 0.0816981279
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+417.41177 0.0944077333
+417.753377 0.0999307259
+418.094983 0.104633697
+418.436589 0.108301223
+418.778196 0.11072197
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+419.461409 0.111119782
+419.803015 0.108880796
+420.144621 0.10499939
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+422.877472 0.0407461377
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+424.243898 0.0156344843
+424.585504 0.0116640797
+424.927111 0.00851495371
+425.268717 0.00608167276
+425.610323 0.00424935991
+425.95193 0.0029042919
+426.293536 0.00194148875
+426.635142 0.0012693264
+426.976749 0.000811568774
+427.318355 0.000507415847
+427.659962 0.000310216888
+428.001568 0.00018544203
+428.343174 0.000108385987
+428.684781 6.19360136e-05
+429.026387 3.46021619e-05
+429.367994 1.88990253e-05
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..919a24e
--- /dev/null
+++ b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/XL/graph500-27/max_mem_30G_workers_16/wall_time.png'
+set title "pagerank / graph500-27 (XL) — max_mem_30G workers_16\nmedian=418.515s  mean=405.257s  std=30.226s  min=351.271s  max=420.355s  p90=420.228s  p95=420.291s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.145221]
+set xrange [342.258367:429.367994]
+set grid y
+set key top right
+set arrow from 418.514803,0 to 418.514803,0.145221 nohead lc rgb 'red' lw 2
+set label 'median 418.515s' at 418.514803,0.145221 offset char 0,1 tc rgb 'red'
+set arrow from 420.227899,0 to 420.227899,0.145221 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 420.228s' at 420.227899,0.145221 offset char 0,1 tc rgb 'orange'
+set arrow from 420.291392,0 to 420.291392,0.145221 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 420.291s' at 420.291392,0.145221 offset char 0,1 tc rgb 'orange'
+set arrow from 351.271475,0 to 351.271475,0.00446834 nohead lc rgb '#666666' lw 1
+set arrow from 416.107284,0 to 416.107284,0.00446834 nohead lc rgb '#666666' lw 1
+set arrow from 420.354885,0 to 420.354885,0.00446834 nohead lc rgb '#666666' lw 1
+set arrow from 418.514803,0 to 418.514803,0.00446834 nohead lc rgb '#666666' lw 1
+set arrow from 420.037420,0 to 420.037420,0.00446834 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/pagerank/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/pagerank/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/wall_time.png b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..debe140
Binary files /dev/null and b/benches/results/pagerank/XL/graph500-27/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/benchmark.json b/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index e5f7361..0000000
--- a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,5174 +0,0 @@
-{
-  "algorithm": "pagerank",
-  "dataset": "cit-Patents",
-  "size_class": "XS",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/pagerank_cit-Patents",
-    "undirected": false,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--max-iter",
-      "10",
-      "--tol",
-      "0.01"
-    ]
-  },
-  "graph": {
-    "vertices": 3000000,
-    "edges": 16000000,
-    "nodes_str": "3M",
-    "edges_str": "16M"
-  },
-  "warmup": {
-    "wall_time_s": 11.69214140699978,
-    "sampling_interval_s": 0.03897380468999927
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 12.232172712999727,
-      "peak_rss_kb": 1178180,
-      "peak_disk_bytes": 359530496.0,
-      "returncode": 0,
-      "n_samples": 267
-    },
-    {
-      "index": 1,
-      "wall_time_s": 12.23563326600015,
-      "peak_rss_kb": 1246696,
-      "peak_disk_bytes": 382196736.0,
-      "returncode": 0,
-      "n_samples": 265
-    },
-    {
-      "index": 2,
-      "wall_time_s": 12.944590559000062,
-      "peak_rss_kb": 1387752,
-      "peak_disk_bytes": 346369024.0,
-      "returncode": 0,
-      "n_samples": 277
-    },
-    {
-      "index": 3,
-      "wall_time_s": 12.403251802999876,
-      "peak_rss_kb": 1175640,
-      "peak_disk_bytes": 382209024.0,
-      "returncode": 0,
-      "n_samples": 264
-    },
-    {
-      "index": 4,
-      "wall_time_s": 12.485235024999838,
-      "peak_rss_kb": 1134540,
-      "peak_disk_bytes": 339406848.0,
-      "returncode": 0,
-      "n_samples": 261
-    }
-  ],
-  "stats": {
-    "wall_time_s": {
-      "n": 5,
-      "median": 12.403251802999876,
-      "mean": 12.46017667319993,
-      "std": 0.2919463658713987,
-      "min": 12.232172712999727,
-      "max": 12.944590559000062,
-      "p90": 12.760848345399971,
-      "p95": 12.852719452200018
-    },
-    "peak_rss_kb": {
-      "n": 5,
-      "median": 1178180.0,
-      "mean": 1224561.6,
-      "std": 99711.46191286136,
-      "min": 1134540,
-      "max": 1387752,
-      "p90": 1331329.6,
-      "p95": 1359540.8
-    },
-    "peak_disk_bytes": {
-      "n": 5,
-      "median": 359530496.0,
-      "mean": 361942425.6,
-      "std": 19856816.21032367,
-      "min": 339406848.0,
-      "max": 382209024.0,
-      "p90": 382204108.8,
-      "p95": 382206566.4
-    },
-    "medges_per_sec": 1.2899842923555103
-  },
-  "series": {
-    "alignment": "dtw",
-    "ref_run": 3,
-    "band_frac": 0.25,
-    "grid_size": 100,
-    "rss_bands_gib": [
-      [
-        0.007495880126953125,
-        0.006578480126466222,
-        0.008413280127440028
-      ],
-      [
-        0.1325494708139152,
-        0.05179371852211739,
-        0.21330522310571298
-      ],
-      [
-        0.2195904976692545,
-        0.08265864909986018,
-        0.35652234623864887
-      ],
-      [
-        0.29698759553115944,
-        0.20957998440689676,
-        0.38439520665542215
-      ],
-      [
-        0.35100888932077623,
-        0.32690369498818883,
-        0.37511408365336363
-      ],
-      [
-        0.38602686117863116,
-        0.3649255377226576,
-        0.4071281846346047
-      ],
-      [
-        0.44787463956658186,
-        0.4003288574344208,
-        0.4954204216987429
-      ],
-      [
-        0.49351524531302404,
-        0.4660194866810604,
-        0.5210110039449877
-      ],
-      [
-        0.5116670751743675,
-        0.48624391397271033,
-        0.5370902363760246
-      ],
-      [
-        0.5211683059012866,
-        0.4997117085797439,
-        0.5426249032228293
-      ],
-      [
-        0.5297585749782059,
-        0.5140293418631472,
-        0.5454878080932646
-      ],
-      [
-        0.5337264209958215,
-        0.5160328551425051,
-        0.5514199868491378
-      ],
-      [
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\ No newline at end of file
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/disk.dat b/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index 6a92d56..0000000
--- a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.000000 0.000000 0.000000
-2.020202 0.000000 0.000000 0.000000
-3.030303 0.000000 0.000000 0.000000
-4.040404 0.000000 0.000000 0.000000
-5.050505 0.000000 0.000000 0.000000
-6.060606 0.001077 0.000000 0.003846
-7.070707 0.019531 0.000000 0.040538
-8.080808 0.050734 0.013817 0.087650
-9.090909 0.094084 0.045688 0.142480
-10.101010 0.124379 0.070181 0.178576
-11.111111 0.140570 0.098487 0.182653
-12.121212 0.149189 0.103513 0.194865
-13.131313 0.149189 0.103513 0.194865
-14.141414 0.157001 0.131411 0.182592
-15.151515 0.166955 0.166954 0.166955
-16.161616 0.166955 0.166954 0.166955
-17.171717 0.166955 0.166954 0.166955
-18.181818 0.166955 0.166954 0.166955
-19.191919 0.170704 0.161065 0.180343
-20.202020 0.173228 0.157100 0.189356
-21.212121 0.173228 0.157100 0.189356
-22.222222 0.180053 0.160836 0.199271
-23.232323 0.192378 0.177098 0.207658
-24.242424 0.198321 0.198321 0.198322
-25.252525 0.203162 0.190716 0.215609
-26.262626 0.211290 0.189806 0.232775
-27.272727 0.219419 0.195968 0.242870
-28.282828 0.219419 0.195968 0.242870
-29.292929 0.222707 0.197111 0.248303
-30.303030 0.222707 0.197111 0.248303
-31.313131 0.227549 0.207058 0.248040
-32.323232 0.232393 0.222047 0.242740
-33.333333 0.242660 0.220991 0.264329
-34.343434 0.235678 0.227227 0.244129
-35.353535 0.235678 0.227227 0.244129
-36.363636 0.249061 0.232660 0.265462
-37.373737 0.244290 0.230595 0.257984
-38.383838 0.244326 0.230656 0.257997
-39.393939 0.249614 0.232844 0.266385
-40.404040 0.249614 0.232844 0.266385
-41.414141 0.254939 0.238169 0.271708
-42.424242 0.254939 0.238169 0.271708
-43.434343 0.254939 0.238169 0.271708
-44.444444 0.260263 0.246574 0.273953
-45.454545 0.265586 0.265578 0.265594
-46.464646 0.265586 0.265578 0.265594
-47.474747 0.267927 0.261902 0.273952
-48.484848 0.262991 0.256325 0.269656
-49.494949 0.260683 0.247987 0.273380
-50.505051 0.252620 0.252620 0.252621
-51.515152 0.259918 0.248423 0.271414
-52.525253 0.260537 0.249090 0.271984
-53.535354 0.261523 0.250461 0.272586
-54.545455 0.261100 0.250415 0.271785
-55.555556 0.267880 0.243543 0.292217
-56.565657 0.261705 0.253695 0.269715
-57.575758 0.271966 0.251897 0.292036
-58.585859 0.268063 0.242330 0.293795
-59.595960 0.284699 0.247047 0.322351
-60.606061 0.249400 0.246598 0.252201
-61.616162 0.250562 0.248119 0.253005
-62.626263 0.250982 0.248049 0.253915
-63.636364 0.254375 0.249442 0.259309
-64.646465 0.254375 0.249442 0.259309
-65.656566 0.254375 0.249442 0.259309
-66.666667 0.259356 0.246436 0.272276
-67.676768 0.253223 0.247602 0.258844
-68.686869 0.259514 0.246217 0.272810
-69.696970 0.257873 0.228379 0.287366
-70.707071 0.257873 0.228379 0.287366
-71.717172 0.255162 0.224062 0.286262
-72.727273 0.237403 0.227078 0.247729
-73.737374 0.235963 0.225318 0.246608
-74.747475 0.232691 0.231773 0.233610
-75.757576 0.232691 0.231773 0.233610
-76.767677 0.236233 0.223543 0.248924
-77.777778 0.230272 0.227998 0.232546
-78.787879 0.230397 0.228289 0.232504
-79.797980 0.230459 0.227624 0.233294
-80.808081 0.232404 0.227622 0.237186
-81.818182 0.244626 0.220904 0.268348
-82.828283 0.238151 0.215208 0.261093
-83.838384 0.238182 0.215264 0.261099
-84.848485 0.238182 0.215264 0.261099
-85.858586 0.247079 0.220223 0.273936
-86.868687 0.237620 0.214285 0.260954
-87.878788 0.237628 0.214300 0.260956
-88.888889 0.237628 0.214301 0.260956
-89.898990 0.238106 0.215131 0.261080
-90.909091 0.237577 0.214208 0.260946
-91.919192 0.237703 0.214416 0.260991
-92.929293 0.237703 0.214416 0.260991
-93.939394 0.237707 0.214422 0.260991
-94.949495 0.228624 0.225453 0.231796
-95.959596 0.226519 0.225647 0.227391
-96.969697 0.111548 0.012686 0.210410
-97.979798 0.026532 0.025917 0.027148
-98.989899 0.026288 0.025527 0.027050
-100.000000 0.025558 0.025547 0.025570
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/disk.gnuplot b/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index 2d858a1..0000000
--- a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/disk.png'
-set title "pagerank / cit-Patents (XS) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/disk.png b/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index cc6fa8c..0000000
Binary files a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/rss.dat b/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index c78e5bb..0000000
--- a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.007496 0.006578 0.008413
-1.010101 0.132549 0.051794 0.213305
-2.020202 0.219590 0.082659 0.356522
-3.030303 0.296988 0.209580 0.384395
-4.040404 0.351009 0.326904 0.375114
-5.050505 0.386027 0.364926 0.407128
-6.060606 0.447875 0.400329 0.495420
-7.070707 0.493515 0.466019 0.521011
-8.080808 0.511667 0.486244 0.537090
-9.090909 0.521168 0.499712 0.542625
-10.101010 0.529759 0.514029 0.545488
-11.111111 0.533726 0.516033 0.551420
-12.121212 0.547214 0.533710 0.560719
-13.131313 0.547704 0.534488 0.560919
-14.141414 0.553879 0.539065 0.568692
-15.151515 0.557025 0.541896 0.572154
-16.161616 0.566105 0.543216 0.588994
-17.171717 0.571412 0.556247 0.586576
-18.181818 0.571825 0.556990 0.586661
-19.191919 0.579243 0.564666 0.593820
-20.202020 0.581701 0.570027 0.593374
-21.212121 0.583842 0.573071 0.594613
-22.222222 0.586087 0.578891 0.593284
-23.232323 0.590920 0.585715 0.596124
-24.242424 0.602693 0.590604 0.614782
-25.252525 0.615215 0.602331 0.628098
-26.262626 0.623646 0.603117 0.644175
-27.272727 0.626229 0.603342 0.649117
-28.282828 0.628008 0.603774 0.652241
-29.292929 0.641310 0.625366 0.657255
-30.303030 0.642084 0.625438 0.658730
-31.313131 0.644639 0.627437 0.661842
-32.323232 0.644107 0.627504 0.660710
-33.333333 0.644769 0.627454 0.662084
-34.343434 0.653615 0.643417 0.663813
-35.353535 0.658081 0.639883 0.676278
-36.363636 0.668203 0.657405 0.679001
-37.373737 0.670586 0.658682 0.682490
-38.383838 0.677107 0.666325 0.687890
-39.393939 0.679026 0.668862 0.689189
-40.404040 0.680762 0.673442 0.688083
-41.414141 0.683044 0.674665 0.691424
-42.424242 0.683477 0.674582 0.692373
-43.434343 0.685220 0.673385 0.697055
-44.444444 0.684946 0.674777 0.695114
-45.454545 0.684775 0.675116 0.694434
-46.464646 0.688021 0.677068 0.698974
-47.474747 0.717152 0.657921 0.776383
-48.484848 0.767899 0.678819 0.856978
-49.494949 0.879901 0.854119 0.905683
-50.505051 0.890071 0.862993 0.917149
-51.515152 0.893946 0.868874 0.919019
-52.525253 0.924361 0.851535 0.997187
-53.535354 0.929791 0.858904 1.000679
-54.545455 0.938049 0.877433 0.998665
-55.555556 0.948525 0.896521 1.000530
-56.565657 0.956862 0.903860 1.009865
-57.575758 0.978696 0.916143 1.041248
-58.585859 0.994379 0.935099 1.053659
-59.595960 1.037730 0.978908 1.096553
-60.606061 1.051653 0.988533 1.114773
-61.616162 1.053952 0.990039 1.117865
-62.626263 1.056327 0.992891 1.119762
-63.636364 1.054114 0.989543 1.118686
-64.646465 1.054162 0.989608 1.118715
-65.656566 1.054324 0.989834 1.118815
-66.666667 1.061222 0.997000 1.125443
-67.676768 1.061703 0.998219 1.125186
-68.686869 1.065811 1.007594 1.124029
-69.696970 1.078990 1.016214 1.141766
-70.707071 1.079016 1.016251 1.141780
-71.717172 1.087035 1.030120 1.143951
-72.727273 1.096068 1.028606 1.163531
-73.737374 1.096908 1.029852 1.163963
-74.747475 1.106120 1.020266 1.191974
-75.757576 1.107968 1.023287 1.192649
-76.767677 1.113993 1.031836 1.196150
-77.777778 1.122857 1.053006 1.192708
-78.787879 1.123650 1.054062 1.193238
-79.797980 1.128131 1.051678 1.204584
-80.808081 1.128132 1.051679 1.204585
-81.818182 1.132589 1.055224 1.209954
-82.828283 1.132644 1.055306 1.209983
-83.838384 1.132709 1.055402 1.210016
-84.848485 1.132712 1.055406 1.210018
-85.858586 1.132712 1.055406 1.210018
-86.868687 1.136690 1.062315 1.211066
-87.878788 1.136691 1.062315 1.211066
-88.888889 1.136961 1.062739 1.211183
-89.898990 1.136961 1.062739 1.211183
-90.909091 1.136961 1.062739 1.211183
-91.919192 1.137136 1.063172 1.211100
-92.929293 1.137136 1.063173 1.211100
-93.939394 1.137138 1.063175 1.211101
-94.949495 1.139734 1.065417 1.214051
-95.959596 1.159201 1.051269 1.267133
-96.969697 1.159928 1.046174 1.273682
-97.979798 0.901794 0.320488 1.483101
-98.989899 0.664584 0.000000 1.362372
-100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/rss.gnuplot b/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index bd88220..0000000
--- a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/rss.png'
-set title "pagerank / cit-Patents (XS) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/rss.png b/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index 1dee591..0000000
Binary files a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat b/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 0310e10..0000000
--- a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
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diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index 18c794b..0000000
--- a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png'
-set title "pagerank / cit-Patents (XS) — max_mem_24G workers_4\nmedian=12.403s  mean=12.460s  std=0.292s  min=12.232s  max=12.945s  p90=12.761s  p95=12.853s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:2.19537]
-set xrange [11.659753:13.517010]
-set grid y
-set key top right
-set arrow from 12.403252,0 to 12.403252,2.19537 nohead lc rgb 'red' lw 2
-set label 'median 12.403s' at 12.403252,2.19537 offset char 0,1 tc rgb 'red'
-set arrow from 12.760848,0 to 12.760848,2.19537 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 12.761s' at 12.760848,2.19537 offset char 0,1 tc rgb 'orange'
-set arrow from 12.852719,0 to 12.852719,2.19537 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 12.853s' at 12.852719,2.19537 offset char 0,1 tc rgb 'orange'
-set arrow from 12.232173,0 to 12.232173,0.0675497 nohead lc rgb '#666666' lw 1
-set arrow from 12.235633,0 to 12.235633,0.0675497 nohead lc rgb '#666666' lw 1
-set arrow from 12.944591,0 to 12.944591,0.0675497 nohead lc rgb '#666666' lw 1
-set arrow from 12.403252,0 to 12.403252,0.0675497 nohead lc rgb '#666666' lw 1
-set arrow from 12.485235,0 to 12.485235,0.0675497 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png b/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index f2d8ef1..0000000
Binary files a/benches/results/pagerank/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..d9fe030
--- /dev/null
+++ b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,3899 @@
+{
+  "algorithm": "pagerank",
+  "dataset": "cit-Patents",
+  "size_class": "XS",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/pagerank_cit-Patents",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
+      "--max-iter",
+      "10",
+      "--tol",
+      "0.01"
+    ]
+  },
+  "graph": {
+    "vertices": 3000000,
+    "edges": 16000000,
+    "nodes_str": "3M",
+    "edges_str": "16M"
+  },
+  "warmup": {
+    "wall_time_s": 3.9969510859955335,
+    "sampling_interval_s": 0.02
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
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+      "peak_disk_bytes": 352872448.0,
+      "returncode": 0,
+      "n_samples": 189
+    },
+    {
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+      "wall_time_s": 4.016029847000027,
+      "peak_rss_kb": 1090068,
+      "peak_disk_bytes": 363256832.0,
+      "returncode": 0,
+      "n_samples": 185
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+      "returncode": 0,
+      "n_samples": 180
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+      "peak_disk_bytes": 326638592.0,
+      "returncode": 0,
+      "n_samples": 173
+    }
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+  "stats": {
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+  "environment": {
+    "timestamp": "2026-09-29T08:39:26.088562+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/disk.dat b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..8b5b275
--- /dev/null
+++ b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.000000 0.000000 0.000000
+2.020202 0.000000 0.000000 0.000000
+3.030303 0.000000 0.000000 0.000000
+4.040404 0.000000 0.000000 0.000000
+5.050505 0.000000 0.000000 0.000000
+6.060606 0.000000 0.000000 0.000000
+7.070707 0.000000 0.000000 0.000000
+8.080808 0.005804 0.000000 0.014225
+9.090909 0.149484 0.135004 0.163964
+10.101010 0.159723 0.159722 0.159723
+11.111111 0.166597 0.148923 0.184270
+12.121212 0.171474 0.141260 0.201689
+13.131313 0.179522 0.146011 0.213033
+14.141414 0.184952 0.138882 0.231021
+15.151515 0.191826 0.148680 0.234971
+16.161616 0.191826 0.148680 0.234971
+17.171717 0.191826 0.148680 0.234971
+18.181818 0.191826 0.148680 0.234971
+19.191919 0.191826 0.148680 0.234971
+20.202020 0.198700 0.160693 0.236707
+21.212121 0.203572 0.164492 0.242651
+22.222222 0.203572 0.164492 0.242651
+23.232323 0.210827 0.181597 0.240057
+24.242424 0.216269 0.188752 0.243787
+25.252525 0.216407 0.189050 0.243764
+26.262626 0.216407 0.189050 0.243764
+27.272727 0.216407 0.189050 0.243764
+28.282828 0.216407 0.189050 0.243764
+29.292929 0.219072 0.190556 0.247589
+30.303030 0.217590 0.189921 0.245259
+31.313131 0.217590 0.189921 0.245259
+32.323232 0.222848 0.190198 0.255499
+33.333333 0.222848 0.190198 0.255499
+34.343434 0.232590 0.213213 0.251967
+35.353535 0.232590 0.213213 0.251967
+36.363636 0.249167 0.197478 0.300855
+37.373737 0.238287 0.222951 0.253623
+38.383838 0.240123 0.223552 0.256693
+39.393939 0.240123 0.223552 0.256693
+40.404040 0.240123 0.223552 0.256693
+41.414141 0.241353 0.223477 0.259229
+42.424242 0.247932 0.221733 0.274130
+43.434343 0.267292 0.224141 0.310443
+44.444444 0.258550 0.246784 0.270315
+45.454545 0.258550 0.246784 0.270315
+46.464646 0.258550 0.246784 0.270315
+47.474747 0.263124 0.250075 0.276173
+48.484848 0.260177 0.249311 0.271042
+49.494949 0.262093 0.250034 0.274153
+50.505051 0.265935 0.255832 0.276038
+51.515152 0.257664 0.243566 0.271761
+52.525253 0.267155 0.243465 0.290844
+53.535354 0.248296 0.234325 0.262266
+54.545455 0.243851 0.238507 0.249196
+55.555556 0.248926 0.243776 0.254077
+56.565657 0.243451 0.233581 0.253321
+57.575758 0.247360 0.238984 0.255736
+58.585859 0.245269 0.232850 0.257688
+59.595960 0.238887 0.223989 0.253786
+60.606061 0.240196 0.225231 0.255162
+61.616162 0.235198 0.221801 0.248595
+62.626263 0.234973 0.221298 0.248648
+63.636364 0.236723 0.227165 0.246280
+64.646465 0.232098 0.220810 0.243386
+65.656566 0.232477 0.221320 0.243635
+66.666667 0.238740 0.210645 0.266836
+67.676768 0.228288 0.222806 0.233770
+68.686869 0.228580 0.222954 0.234207
+69.696970 0.194086 0.101992 0.286180
+70.707071 0.194086 0.101992 0.286180
+71.717172 0.193362 0.101728 0.284996
+72.727273 0.193168 0.101651 0.284686
+73.737374 0.193218 0.101671 0.284765
+74.747475 0.193218 0.101671 0.284765
+75.757576 0.193135 0.101637 0.284633
+76.767677 0.192795 0.101496 0.284095
+77.777778 0.192833 0.101512 0.284154
+78.787879 0.192833 0.101512 0.284154
+79.797980 0.192833 0.101512 0.284154
+80.808081 0.192669 0.101441 0.283896
+81.818182 0.192677 0.101445 0.283910
+82.828283 0.193177 0.101559 0.284795
+83.838384 0.193177 0.101559 0.284795
+84.848485 0.194872 0.102219 0.287525
+85.858586 0.193078 0.101521 0.284636
+86.868687 0.192679 0.101290 0.284069
+87.878788 0.192754 0.101319 0.284189
+88.888889 0.192741 0.101313 0.284169
+89.898990 0.192741 0.101313 0.284169
+90.909091 0.197414 0.101378 0.293450
+91.919192 0.191109 0.100987 0.281232
+92.929293 0.191364 0.101060 0.281669
+93.939394 0.191364 0.101060 0.281669
+94.949495 0.129120 0.028900 0.229341
+95.959596 0.026776 0.026775 0.026776
+96.969697 0.026776 0.026775 0.026776
+97.979798 0.028506 0.021629 0.035383
+98.989899 0.025542 0.025509 0.025575
+100.000000 0.025542 0.025509 0.025575
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..2c6ab04
--- /dev/null
+++ b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/XS/cit-Patents/max_mem_30G_workers_16/disk.png'
+set title "pagerank / cit-Patents (XS) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pagerank/XS/cit-Patents/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/disk.png b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..ed04ec8
Binary files /dev/null and b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/rss.dat b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..c713d93
--- /dev/null
+++ b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.002464 0.001290 0.003637
+1.010101 0.159585 0.059504 0.259665
+2.020202 0.309445 0.239772 0.379118
+3.030303 0.404863 0.390588 0.419138
+4.040404 0.434887 0.430732 0.439041
+5.050505 0.486941 0.482632 0.491250
+6.060606 0.514193 0.511747 0.516639
+7.070707 0.570806 0.562365 0.579247
+8.080808 0.730690 0.708677 0.752703
+9.090909 0.903604 0.878361 0.928848
+10.101010 0.911405 0.887455 0.935356
+11.111111 0.919827 0.900089 0.939565
+12.121212 0.931796 0.909049 0.954544
+13.131313 0.935502 0.908914 0.962089
+14.141414 0.937515 0.909595 0.965436
+15.151515 0.939331 0.911427 0.967235
+16.161616 0.940959 0.910649 0.971269
+17.171717 0.941677 0.912005 0.971349
+18.181818 0.942936 0.914209 0.971664
+19.191919 0.943785 0.915342 0.972227
+20.202020 0.948325 0.915383 0.981267
+21.212121 0.947275 0.917023 0.977526
+22.222222 0.948714 0.919783 0.977645
+23.232323 0.952101 0.924100 0.980102
+24.242424 0.951644 0.920058 0.983229
+25.252525 0.955685 0.923300 0.988070
+26.262626 0.955767 0.923476 0.988058
+27.272727 0.955864 0.923685 0.988044
+28.282828 0.956906 0.925597 0.988215
+29.292929 0.957317 0.926486 0.988148
+30.303030 0.959639 0.930360 0.988918
+31.313131 0.962545 0.929976 0.995114
+32.323232 0.966959 0.932415 1.001503
+33.333333 0.969127 0.937138 1.001116
+34.343434 0.972674 0.939364 1.005985
+35.353535 0.975592 0.940664 1.010520
+36.363636 0.981295 0.945551 1.017039
+37.373737 0.985086 0.950909 1.019264
+38.383838 0.985746 0.952111 1.019380
+39.393939 0.986164 0.953059 1.019268
+40.404040 0.987459 0.954210 1.020707
+41.414141 0.990963 0.955033 1.026893
+42.424242 0.993100 0.960679 1.025521
+43.434343 0.995956 0.965861 1.026051
+44.444444 0.996005 0.965993 1.026017
+45.454545 0.996179 0.966366 1.025991
+46.464646 0.997189 0.968553 1.025825
+47.474747 0.999283 0.970119 1.028446
+48.484848 1.001810 0.973834 1.029787
+49.494949 1.003984 0.977241 1.030728
+50.505051 1.009718 0.977692 1.041745
+51.515152 1.021360 0.976480 1.066241
+52.525253 1.026041 0.987519 1.064562
+53.535354 1.037324 0.997501 1.077148
+54.545455 1.041134 1.003585 1.078684
+55.555556 1.042888 1.003944 1.081832
+56.565657 1.046232 1.010320 1.082144
+57.575758 1.047279 1.011858 1.082700
+58.585859 1.048147 1.011254 1.085039
+59.595960 1.049468 1.012712 1.086223
+60.606061 1.052264 1.017564 1.086963
+61.616162 1.055328 1.020595 1.090061
+62.626263 1.057633 1.021178 1.094087
+63.636364 1.060849 1.021490 1.100208
+64.646465 1.062297 1.023925 1.100668
+65.656566 1.063881 1.026182 1.101579
+66.666667 1.066407 1.028303 1.104512
+67.676768 1.066433 1.028270 1.104595
+68.686869 1.066895 1.028867 1.104924
+69.696970 1.065730 1.026901 1.104559
+70.707071 1.065730 1.026901 1.104559
+71.717172 1.065735 1.026913 1.104558
+72.727273 1.065738 1.026917 1.104558
+73.737374 1.065738 1.026918 1.104558
+74.747475 1.065738 1.026918 1.104558
+75.757576 1.065741 1.026924 1.104558
+76.767677 1.065753 1.026948 1.104558
+77.777778 1.065764 1.026970 1.104558
+78.787879 1.065764 1.026970 1.104558
+79.797980 1.065764 1.026970 1.104558
+80.808081 1.066143 1.027729 1.104557
+81.818182 1.066215 1.027666 1.104763
+82.828283 1.066592 1.027652 1.105531
+83.838384 1.066592 1.027652 1.105531
+84.848485 1.068112 1.028396 1.107827
+85.858586 1.068132 1.028434 1.107830
+86.868687 1.070898 1.025815 1.115981
+87.878788 1.071429 1.026767 1.116092
+88.888889 1.072039 1.027822 1.116256
+89.898990 1.073885 1.028374 1.119396
+90.909091 1.075193 1.029014 1.121371
+91.919192 1.076013 1.028432 1.123594
+92.929293 1.076508 1.028706 1.124310
+93.939394 1.076527 1.028736 1.124317
+94.949495 1.079119 1.024166 1.134071
+95.959596 1.085908 1.024562 1.147255
+96.969697 1.087938 1.028227 1.147650
+97.979798 0.859053 0.304455 1.413651
+98.989899 0.000000 0.000000 0.000000
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..01e80af
--- /dev/null
+++ b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/XS/cit-Patents/max_mem_30G_workers_16/rss.png'
+set title "pagerank / cit-Patents (XS) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pagerank/XS/cit-Patents/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/rss.png b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..f43e992
Binary files /dev/null and b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..a03cc9d
--- /dev/null
+++ b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+3.97957858 0.00293722464
+3.98017659 0.00381066571
+3.9807746 0.00492259726
+3.98137261 0.00633165913
+3.98197062 0.00810905997
+3.98256863 0.0103407792
+3.98316664 0.013130032
+3.98376465 0.0165999994
+3.98436266 0.0208968164
+3.98496067 0.0261928014
+3.98555869 0.0326898964
+3.9861567 0.0406232728
+3.98675471 0.0502650417
+3.98735272 0.0619279865
+3.98795073 0.0759692168
+3.98854874 0.09279362
+3.98914675 0.112856966
+3.98974476 0.136668494
+3.99034277 0.164792803
+3.99094078 0.197850827
+3.99153879 0.236519693
+3.9921368 0.281531219
+3.99273481 0.333668832
+3.99333282 0.393762692
+3.99393083 0.462682795
+3.99452884 0.541329902
+3.99512685 0.630624144
+3.99572486 0.731491213
+3.99632287 0.844846125
+3.99692088 0.971574602
+3.99751889 1.11251221
+3.9981169 1.26842148
+3.99871491 1.43996739
+3.99931292 1.62769154
+3.99991093 1.83198568
+4.00050894 2.05306517
+4.00110695 2.29094311
+4.00170496 2.54540588
+4.00230297 2.81599107
+4.00290098 3.10196855
+4.00349899 3.40232568
+4.004097 3.71575739
+4.00469501 4.04066206
+4.00529302 4.37514375
+4.00589103 4.71702151
+4.00648904 5.063846
+4.00708705 5.41292377
+4.00768506 5.76134912
+4.00828307 6.10604335
+4.00888108 6.44380093
+4.00947909 6.77134183
+4.0100771 7.08536924
+4.01067511 7.38263128
+4.01127312 7.65998569
+4.01187113 7.91446578
+4.01246914 8.14334625
+4.01306715 8.34420708
+4.01366516 8.51499413
+4.01426317 8.65407455
+4.01486118 8.76028582
+4.01545919 8.83297692
+4.0160572 8.87204045
+4.01665521 8.87793501
+4.01725323 8.85169685
+4.01785124 8.7949407
+4.01844925 8.70984938
+4.01904726 8.59915254
+4.01964527 8.46609472
+4.02024328 8.31439354
+4.02084129 8.14818866
+4.0214393 7.97198262
+4.02203731 7.79057464
+4.02263532 7.60898855
+4.02323333 7.43239622
+4.02383134 7.26603758
+4.02442935 7.11513884
+4.02502736 6.98482981
+4.02562537 6.8800618
+4.02622338 6.80552717
+4.02682139 6.76558164
+4.0274194 6.76417038
+4.02801741 6.80475907
+4.02861542 6.89027062
+4.02921343 7.02302873
+4.02981144 7.20470909
+4.03040945 7.43629912
+4.03100746 7.71806705
+4.03160547 8.04954127
+4.03220348 8.42950048
+4.03280149 8.85597554
+4.0333995 9.32626332
+4.03399751 9.83695308
+4.03459552 10.3839655
+4.03519353 10.9626041
+4.03579154 11.5676193
+4.03638955 12.1932837
+4.03698756 12.833478
+4.03758557 13.4817864
+4.03818358 14.1315996
+4.03878159 14.7762231
+4.0393796 15.4089895
+4.03997761 16.0233709
+4.04057562 16.6130905
+4.04117363 17.1722284
+4.04177164 17.6953214
+4.04236965 18.1774516
+4.04296766 18.6143237
+4.04356567 19.0023272
+4.04416368 19.338582
+4.04476169 19.6209675
+4.0453597 19.848132
+4.04595771 20.0194853
+4.04655572 20.1351719
+4.04715373 20.1960282
+4.04775174 20.203524
+4.04834975 20.159691
+4.04894776 20.0670406
+4.04954578 19.9284742
+4.05014379 19.7471889
+4.0507418 19.5265811
+4.05133981 19.270153
+4.05193782 18.9814235
+4.05253583 18.6638458
+4.05313384 18.3207366
+4.05373185 17.9552155
+4.05432986 17.5701588
+4.05492787 17.1681664
+4.05552588 16.7515441
+4.05612389 16.3222984
+4.0567219 15.8821457
+4.05731991 15.4325322
+4.05791792 14.9746645
+4.05851593 14.5095474
+4.05911394 14.0380282
+4.05971195 13.5608437
+4.06030996 13.0786688
+4.06090797 12.5921629
+4.06150598 12.102015
+4.06210399 11.6089818
+4.062702 11.1139211
+4.06330001 10.6178171
+4.06389802 10.1217982
+4.06449603 9.62714666
+4.06509404 9.13529956
+4.06569205 8.64784337
+4.06629006 8.1665009
+4.06688807 7.69311275
+4.06748608 7.22961412
+4.06808409 6.77800817
+4.0686821 6.34033727
+4.06928011 5.91865327
+4.06987812 5.51498799
+4.07047613 5.13132485
+4.07107414 4.76957252
+4.07167215 4.43154099
+4.07227016 4.11892073
+4.07286817 3.8332648
+4.07346618 3.57597411
+4.07406419 3.34828543
+4.0746622 3.15126201
+4.07526021 2.9857861
+4.07585822 2.85255301
+4.07645623 2.75206617
+4.07705424 2.68463255
+4.07765225 2.65035803
+4.07825026 2.64914248
+4.07884827 2.68067412
+4.07944628 2.74442318
+4.08004429 2.83963501
+4.0806423 2.96532269
+4.08124031 3.12025977
+4.08183833 3.30297347
+4.08243634 3.51173917
+4.08303435 3.7445768
+4.08363236 3.99925
+4.08423037 4.27326885
+4.08482838 4.56389682
+4.08542639 4.86816276
+4.0860244 5.18287836
+4.08662241 5.50466144
+4.08722042 5.82996543
+4.08781843 6.15511474
+4.08841644 6.47634587
+4.08901445 6.78985383
+4.08961246 7.09184283
+4.09021047 7.37858055
+4.09080848 7.64645456
+4.09140649 7.89202969
+4.0920045 8.11210483
+4.09260251 8.30376762
+4.09320052 8.46444555
+4.09379853 8.5919519
+4.09439654 8.68452523
+4.09499455 8.74086112
+4.09559256 8.7601352
+4.09619057 8.74201668
+4.09678858 8.68667194
+4.09738659 8.5947579
+4.0979846 8.46740544
+4.09858261 8.30619317
+4.09918062 8.11311232
+4.09977863 7.89052374
+4.10037664 7.64110823
+4.10097465 7.36781146
+4.10157266 7.07378518
+4.10217067 6.76232618
+4.10276868 6.43681451
+4.10336669 6.1006528
+4.1039647 5.75720784
+4.10456271 5.40975596
+4.10516072 5.06143328
+4.10575873 4.7151918
+4.10635674 4.37376216
+4.10695475 4.03962332
+4.10755276 3.71497979
+4.10815077 3.40174607
+4.10874878 3.10153837
+4.10934679 2.81567317
+4.1099448 2.54517197
+4.11054281 2.29077173
+4.11114082 2.05294015
+4.11173883 1.83189487
+4.11233684 1.62762586
+4.11293485 1.43992009
+4.11353286 1.26838757
+4.11413088 1.11248799
+4.11472889 0.971557386
+4.1153269 0.844833938
+4.11592491 0.731482623
+4.11652292 0.630618115
+4.11712093 0.541325689
+4.11771894 0.462679863
+4.11831695 0.393760661
+4.11891496 0.333667431
+4.11951297 0.281530256
+4.12011098 0.236519035
+4.12070899 0.197850379
+4.121307 0.164792499
+4.12190501 0.136668289
+4.12250302 0.112856828
+4.12310103 0.0927935276
+4.12369904 0.0759691552
+4.12429705 0.0619279456
+4.12489506 0.0502650147
+4.12549307 0.040623255
+4.12609108 0.0326898848
+4.12668909 0.0261927938
+4.1272871 0.0208968114
+4.12788511 0.0165999962
+4.12848312 0.0131300299
+4.12908113 0.0103407779
+4.12967914 0.00810905912
+4.13027715 0.00633165859
+4.13087516 0.00492259692
+4.13147317 0.00381066549
+4.13207118 0.00293722451
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..95474f4
--- /dev/null
+++ b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pagerank/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png'
+set title "pagerank / cit-Patents (XS) — max_mem_30G workers_16\nmedian=4.046s  mean=4.052s  std=0.029s  min=4.016s  max=4.096s  p90=4.081s  p95=4.089s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:26.2646]
+set xrange [3.979579:4.132071]
+set grid y
+set key top right
+set arrow from 4.045853,0 to 4.045853,26.2646 nohead lc rgb 'red' lw 2
+set label 'median 4.046s' at 4.045853,26.2646 offset char 0,1 tc rgb 'red'
+set arrow from 4.081407,0 to 4.081407,26.2646 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 4.081s' at 4.081407,26.2646 offset char 0,1 tc rgb 'orange'
+set arrow from 4.088514,0 to 4.088514,26.2646 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 4.089s' at 4.088514,26.2646 offset char 0,1 tc rgb 'orange'
+set arrow from 4.045853,0 to 4.045853,0.808141 nohead lc rgb '#666666' lw 1
+set arrow from 4.016030,0 to 4.016030,0.808141 nohead lc rgb '#666666' lw 1
+set arrow from 4.044194,0 to 4.044194,0.808141 nohead lc rgb '#666666' lw 1
+set arrow from 4.060089,0 to 4.060089,0.808141 nohead lc rgb '#666666' lw 1
+set arrow from 4.095620,0 to 4.095620,0.808141 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/pagerank/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/pagerank/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..c10b510
Binary files /dev/null and b/benches/results/pagerank/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/benchmark.json b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..5f4daca
--- /dev/null
+++ b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,7232 @@
+{
+  "algorithm": "pic",
+  "dataset": "graph500-25",
+  "size_class": "L",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/pic_graph500-25",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
+      "--k",
+      "2",
+      "--max-iter",
+      "20"
+    ]
+  },
+  "graph": {
+    "vertices": 17000000,
+    "edges": 523000000,
+    "nodes_str": "17M",
+    "edges_str": "523M"
+  },
+  "warmup": {
+    "wall_time_s": 401.6863538940088,
+    "sampling_interval_s": 1.0
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
+      "index": 0,
+      "wall_time_s": 403.49800319300266,
+      "peak_rss_kb": 15915012,
+      "peak_disk_bytes": 26984961024.0,
+      "returncode": 0,
+      "n_samples": 402
+    },
+    {
+      "index": 1,
+      "wall_time_s": 403.9771416159929,
+      "peak_rss_kb": 15053220,
+      "peak_disk_bytes": 28159151104.0,
+      "returncode": 0,
+      "n_samples": 403
+    },
+    {
+      "index": 2,
+      "wall_time_s": 408.7038592089957,
+      "peak_rss_kb": 17127416,
+      "peak_disk_bytes": 27752982528.0,
+      "returncode": 0,
+      "n_samples": 407
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+  ],
+  "environment": {
+    "timestamp": "2026-09-30T10:09:28.729129+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/disk.dat b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..19c760c
--- /dev/null
+++ b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.869789 0.000000 3.106015
+2.020202 4.225537 1.363536 7.087539
+3.030303 6.605905 6.081571 7.130239
+4.040404 7.894026 7.468802 8.319251
+5.050505 9.209330 8.133338 10.285322
+6.060606 10.666427 9.521449 11.811405
+7.070707 11.962144 10.848749 13.075540
+8.080808 13.105697 11.873187 14.338206
+9.090909 15.102897 13.127466 17.078327
+10.101010 16.746980 14.631369 18.862592
+11.111111 17.576884 16.649498 18.504271
+12.121212 18.079039 17.498267 18.659810
+13.131313 19.468137 18.665530 20.270744
+14.141414 21.077373 20.241331 21.913414
+15.151515 23.079257 22.368546 23.789969
+16.161616 24.467959 24.330444 24.605473
+17.171717 24.842863 23.693283 25.992443
+18.181818 24.241841 21.323192 27.160489
+19.191919 22.353583 19.048260 25.658905
+20.202020 18.369264 16.205605 20.532923
+21.212121 13.520982 8.378742 18.663222
+22.222222 10.066918 5.058400 15.075436
+23.232323 9.227663 6.745038 11.710288
+24.242424 8.465608 7.942226 8.988989
+25.252525 8.227220 8.137705 8.316734
+26.262626 8.262036 8.262023 8.262049
+27.272727 8.537178 8.360329 8.714027
+28.282828 8.537178 8.360329 8.714027
+29.292929 8.595634 8.336494 8.854774
+30.303030 8.669666 8.365814 8.973518
+31.313131 8.788361 8.387779 9.188943
+32.323232 8.891912 8.393306 9.390518
+33.333333 8.950702 8.427583 9.473821
+34.343434 9.020110 8.486238 9.553981
+35.353535 9.069629 8.531059 9.608198
+36.363636 9.127299 8.546970 9.707629
+37.373737 9.177735 8.534549 9.820920
+38.383838 9.293077 8.618585 9.967569
+39.393939 9.293077 8.618585 9.967569
+40.404040 9.343512 8.633436 10.053589
+41.414141 9.343512 8.633436 10.053589
+42.424242 9.393948 8.655655 10.132240
+43.434343 9.515585 8.702226 10.328944
+44.444444 9.537007 8.706776 10.367238
+45.454545 9.537007 8.706776 10.367238
+46.464646 9.583319 8.726273 10.440366
+47.474747 9.583319 8.726273 10.440366
+48.484848 9.583319 8.726273 10.440366
+49.494949 9.583835 8.726401 10.441269
+50.505051 9.686132 8.748404 10.623859
+51.515152 9.716096 8.754685 10.677508
+52.525253 9.775046 8.960193 10.589900
+53.535354 9.827849 8.994086 10.661612
+54.545455 9.870816 8.999499 10.742134
+55.555556 9.870816 8.999499 10.742134
+56.565657 9.973240 9.209368 10.737111
+57.575758 10.147835 9.270679 11.024992
+58.585859 10.312033 9.228511 11.395555
+59.595960 10.310186 9.225720 11.394651
+60.606061 10.369425 9.408279 11.330571
+61.616162 10.411007 9.426383 11.395630
+62.626263 10.451286 9.394385 11.508186
+63.636364 10.451286 9.394385 11.508186
+64.646465 10.508957 9.560054 11.457859
+65.656566 10.550137 9.572971 11.527303
+66.666667 10.550137 9.572971 11.527303
+67.676768 10.601122 9.710603 11.491641
+68.686869 10.633135 9.712225 11.554045
+69.696970 10.641340 9.711951 11.570729
+70.707071 10.641340 9.711951 11.570729
+71.717172 10.805984 9.833397 11.778570
+72.727273 10.931291 9.769805 12.092777
+73.737374 10.974259 9.853374 12.095144
+74.747475 10.974259 9.853374 12.095144
+75.757576 11.023642 9.960652 12.086631
+76.767677 11.183755 10.172006 12.195504
+77.777778 11.265038 10.251795 12.278280
+78.787879 11.284509 10.304629 12.264389
+79.797980 11.358811 10.396711 12.320911
+80.808081 11.476554 10.535860 12.417248
+81.818182 11.551895 10.643449 12.460341
+82.828283 11.551895 10.643449 12.460341
+83.838384 11.587348 10.656008 12.518688
+84.848485 11.631256 10.660385 12.602128
+85.858586 11.638420 10.679798 12.597042
+86.868687 11.672838 10.770144 12.575533
+87.878788 11.712441 10.777998 12.646884
+88.888889 11.712441 10.777998 12.646884
+89.898990 11.760529 10.895848 12.625209
+90.909091 11.833855 10.972744 12.694966
+91.919192 11.873322 10.976422 12.770221
+92.929293 11.912788 10.984244 12.841333
+93.939394 11.958030 11.085212 12.830847
+94.949495 12.045072 11.191320 12.898825
+95.959596 12.314091 11.816947 12.811236
+96.969697 12.629852 12.629839 12.629866
+97.979798 12.629852 12.629839 12.629866
+98.989899 7.547856 3.685686 11.410026
+100.000000 0.025907 0.025858 0.025957
diff --git a/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/disk.gnuplot b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..9a7c874
--- /dev/null
+++ b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pic/L/graph500-25/max_mem_30G_workers_16/disk.png'
+set title "pic / graph500-25 (L) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pic/L/graph500-25/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/disk.png b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..985f662
Binary files /dev/null and b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/rss.dat b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..21344a3
--- /dev/null
+++ b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 1.673191 0.000000 5.956865
+1.010101 10.434016 9.055740 11.812292
+2.020202 12.155623 10.676259 13.634987
+3.030303 12.782930 12.700233 12.865627
+4.040404 13.542896 13.380963 13.704829
+5.050505 13.871682 13.599772 14.143593
+6.060606 13.974551 13.816235 14.132868
+7.070707 13.974625 13.816281 14.132969
+8.080808 13.981508 13.816606 14.146409
+9.090909 14.359037 13.683207 15.034868
+10.101010 15.100316 14.537293 15.663338
+11.111111 15.267611 14.533157 16.002066
+12.121212 15.317217 14.485934 16.148500
+13.131313 15.281091 14.444361 16.117821
+14.141414 15.218475 14.341364 16.095585
+15.151515 13.802038 13.100196 14.503880
+16.161616 10.995566 9.995624 11.995508
+17.171717 8.286174 7.743309 8.829039
+18.181818 7.802902 7.108324 8.497480
+19.191919 7.822797 7.096564 8.549030
+20.202020 7.857401 7.086173 8.628629
+21.212121 7.871081 7.106235 8.635927
+22.222222 8.103863 7.473386 8.734340
+23.232323 8.719266 8.429385 9.009148
+24.242424 8.910787 8.702531 9.119042
+25.252525 8.978009 8.757239 9.198780
+26.262626 9.143165 8.653722 9.632609
+27.272727 9.380161 8.887128 9.873193
+28.282828 9.382784 8.892844 9.872724
+29.292929 9.401509 8.941159 9.861859
+30.303030 9.424787 8.975348 9.874226
+31.313131 9.448617 9.007264 9.889969
+32.323232 9.487413 8.995222 9.979604
+33.333333 9.492094 9.005212 9.978976
+34.343434 9.503424 9.019500 9.987348
+35.353535 9.508476 9.025573 9.991379
+36.363636 9.510024 9.027728 9.992320
+37.373737 9.530622 9.081796 9.979449
+38.383838 9.538752 9.090720 9.986783
+39.393939 9.544302 9.099281 9.989322
+40.404040 9.561123 9.123441 9.998805
+41.414141 9.562018 9.124589 9.999448
+42.424242 9.578426 9.142754 10.014098
+43.434343 9.611399 9.196979 10.025819
+44.444444 9.621080 9.210158 10.032002
+45.454545 9.621445 9.210641 10.032249
+46.464646 9.617506 9.206326 10.028687
+47.474747 9.618638 9.207591 10.029685
+48.484848 9.619820 9.208890 10.030749
+49.494949 9.619976 9.209060 10.030891
+50.505051 9.621880 9.211241 10.032519
+51.515152 9.628965 9.225960 10.031971
+52.525253 9.646996 9.203601 10.090391
+53.535354 9.691232 9.199854 10.182610
+54.545455 9.697361 9.197994 10.196728
+55.555556 9.703751 9.209105 10.198397
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+57.575758 9.737085 9.217856 10.256315
+58.585859 9.729953 9.196846 10.263059
+59.595960 9.753673 9.245975 10.261370
+60.606061 9.757991 9.244171 10.271811
+61.616162 9.763086 9.249108 10.277063
+62.626263 9.764923 9.250625 10.279220
+63.636364 9.765737 9.250976 10.280498
+64.646465 9.766558 9.249972 10.283143
+65.656566 9.767115 9.250487 10.283742
+66.666667 9.767200 9.250409 10.283991
+67.676768 9.767727 9.249763 10.285691
+68.686869 9.761763 9.209607 10.313920
+69.696970 9.782360 9.235284 10.329437
+70.707071 9.782670 9.234903 10.330438
+71.717172 9.792885 9.236123 10.349646
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+73.737374 9.803965 9.240887 10.367043
+74.747475 9.815284 9.253509 10.377059
+75.757576 9.784165 9.295665 10.272665
+76.767677 9.792518 9.286965 10.298071
+77.777778 9.795476 9.287491 10.303460
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+86.868687 9.696731 9.330452 10.063011
+87.878788 9.699653 9.332658 10.066649
+88.888889 9.699992 9.332792 10.067191
+89.898990 9.699896 9.330482 10.069310
+90.909091 9.673083 9.341700 10.004466
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+92.929293 9.655227 9.318783 9.991671
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+95.959596 9.625795 9.373513 9.878077
+96.969697 9.592022 9.372717 9.811326
+97.979798 9.592288 9.372941 9.811634
+98.989899 9.562739 9.298674 9.826805
+100.000000 1.955339 0.000000 6.982515
diff --git a/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/rss.gnuplot b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..6916d66
--- /dev/null
+++ b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pic/L/graph500-25/max_mem_30G_workers_16/rss.png'
+set title "pic / graph500-25 (L) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pic/L/graph500-25/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/rss.png b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..e2c2d87
Binary files /dev/null and b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/wall_time.dat b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..f59ffc0
--- /dev/null
+++ b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+396.739672 2.12220121e-05
+396.813094 2.5319449e-05
+396.886515 3.01525135e-05
+396.959937 3.58422052e-05
+397.033358 4.25273401e-05
+397.10678 5.03668032e-05
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+397.253623 7.02596937e-05
+397.327045 8.27547121e-05
+397.400467 9.72934145e-05
+397.473888 0.000114177046
+397.54731 0.000133745514
+397.620732 0.000156381415
+397.694153 0.000182514337
+397.767575 0.000212625431
+397.840997 0.000247252255
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+398.134683 0.000443933848
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+413.112698 0.00164350489
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+413.332963 0.00115332117
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+415.388769 1.90690294e-05
+415.46219 1.60332807e-05
diff --git a/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..1c95954
--- /dev/null
+++ b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pic/L/graph500-25/max_mem_30G_workers_16/wall_time.png'
+set title "pic / graph500-25 (L) — max_mem_30G workers_16\nmedian=404.838s  mean=405.612s  std=2.199s  min=403.498s  max=408.704s  p90=408.039s  p95=408.372s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.192754]
+set xrange [396.739672:415.462190]
+set grid y
+set key top right
+set arrow from 404.837772,0 to 404.837772,0.192754 nohead lc rgb 'red' lw 2
+set label 'median 404.838s' at 404.837772,0.192754 offset char 0,1 tc rgb 'red'
+set arrow from 408.039187,0 to 408.039187,0.192754 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 408.039s' at 408.039187,0.192754 offset char 0,1 tc rgb 'orange'
+set arrow from 408.371523,0 to 408.371523,0.192754 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 408.372s' at 408.371523,0.192754 offset char 0,1 tc rgb 'orange'
+set arrow from 403.498003,0 to 403.498003,0.0059309 nohead lc rgb '#666666' lw 1
+set arrow from 403.977142,0 to 403.977142,0.0059309 nohead lc rgb '#666666' lw 1
+set arrow from 408.703859,0 to 408.703859,0.0059309 nohead lc rgb '#666666' lw 1
+set arrow from 407.042179,0 to 407.042179,0.0059309 nohead lc rgb '#666666' lw 1
+set arrow from 404.837772,0 to 404.837772,0.0059309 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/pic/L/graph500-25/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/pic/L/graph500-25/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/wall_time.png b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..7fadba2
Binary files /dev/null and b/benches/results/pic/L/graph500-25/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/benchmark.json b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..d6ae7e9
--- /dev/null
+++ b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5660 @@
+{
+  "algorithm": "pic",
+  "dataset": "graph500-24",
+  "size_class": "M",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/pic_graph500-24",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
+      "--k",
+      "2",
+      "--max-iter",
+      "20"
+    ]
+  },
+  "graph": {
+    "vertices": 8000000,
+    "edges": 260000000,
+    "nodes_str": "8M",
+    "edges_str": "260M"
+  },
+  "warmup": {
+    "wall_time_s": 221.11185564400512,
+    "sampling_interval_s": 0.7370395188133504
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
+      "index": 0,
+      "wall_time_s": 220.51584402300068,
+      "peak_rss_kb": 13446984,
+      "peak_disk_bytes": 12606482432.0,
+      "returncode": 0,
+      "n_samples": 300
+    },
+    {
+      "index": 1,
+      "wall_time_s": 220.76186002398026,
+      "peak_rss_kb": 13488332,
+      "peak_disk_bytes": 13263842304.0,
+      "returncode": 0,
+      "n_samples": 300
+    },
+    {
+      "index": 2,
+      "wall_time_s": 218.7777674740064,
+      "peak_rss_kb": 13379384,
+      "peak_disk_bytes": 12392002560.0,
+      "returncode": 0,
+      "n_samples": 297
+    },
+    {
+      "index": 3,
+      "wall_time_s": 221.7704942660057,
+      "peak_rss_kb": 13391048,
+      "peak_disk_bytes": 13741112320.0,
+      "returncode": 0,
+      "n_samples": 301
+    },
+    {
+      "index": 4,
+      "wall_time_s": 219.99908707902068,
+      "peak_rss_kb": 13258612,
+      "peak_disk_bytes": 13722638336.0,
+      "returncode": 0,
+      "n_samples": 298
+    }
+  ],
+  "stats": {
+    "wall_time_s": {
+      "n": 5,
+      "median": 220.51584402300068,
+      "mean": 220.36501057320274,
+      "std": 1.0964562561311135,
+      "min": 218.7777674740064,
+      "max": 221.7704942660057,
+      "p90": 221.36704056919552,
+      "p95": 221.5687674176006
+    },
+    "peak_rss_kb": {
+      "n": 5,
+      "median": 13391048.0,
+      "mean": 13392872.0,
+      "std": 86965.10918753567,
+      "min": 13258612,
+      "max": 13488332,
+      "p90": 13471792.8,
+      "p95": 13480062.4
+    },
+    "peak_disk_bytes": {
+      "n": 5,
+      "median": 13263842304.0,
+      "mean": 13145215590.4,
+      "std": 624528926.8296036,
+      "min": 12392002560.0,
+      "max": 13741112320.0,
+      "p90": 13733722726.4,
+      "p95": 13737417523.2
+    },
+    "medges_per_sec": 1.1790536011230148
+  },
+  "series": {
+    "alignment": "dtw",
+    "ref_run": 0,
+    "band_frac": 0.25,
+    "grid_size": 100,
+    "rss_bands_gib": [
+      [
+        0.00262451171875,
+        0.0013018431122049628,
+        0.003947180325295037
+      ],
+      [
+        8.493640198797426,
+        8.462505317442487,
+        8.524775080152365
+      ],
+      [
+        10.175834533129992,
+        10.07500092009553,
+        10.276668146164454
+      ],
+      [
+        12.455267044335551,
+        12.417101728341569,
+        12.493432360329534
+      ],
+      [
+        12.638469392399832,
+        12.544729292757518,
+        12.732209492042147
+      ],
+      [
+        12.64519231445658,
+        12.562044754612904,
+        12.728339874300255
+      ],
+      [
+        12.689907273716885,
+        12.612322053884792,
+        12.767492493548978
+      ],
+      [
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+        12.61323972592291,
+        12.784637897255998
+      ],
+      [
+        12.705131053139786,
+        12.622309296445058,
+        12.787952809834513
+      ],
+      [
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+        12.626075709255026,
+        12.801574531650601
+      ],
+      [
+        12.717352884357938,
+        12.626434526364758,
+        12.808271242351118
+      ],
+      [
+        12.718479542589446,
+        12.62738955202593,
+        12.809569533152962
+      ],
+      [
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+        12.81128405101824
+      ],
+      [
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+        6652485632.0,
+        6652485632.0,
+        6652485632.0,
+        6652485632.0,
+        6652485632.0,
+        6652485632.0,
+        6652485632.0,
+        6652485632.0,
+        6762971136.0,
+        6762971136.0,
+        6762971136.0,
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+        6762971136.0,
+        6762971136.0,
+        6762971136.0,
+        6762971136.0,
+        6762971136.0,
+        6762971136.0,
+        6762971136.0,
+        6821422080.0,
+        6872965120.0,
+        6872965120.0,
+        6872965120.0,
+        6872965120.0,
+        6872965120.0,
+        6872965120.0,
+        6872965120.0,
+        6872965120.0,
+        6872965120.0,
+        6872965120.0,
+        6872965120.0,
+        6872965120.0,
+        2709448704.0,
+        15015936.0,
+        15015936.0,
+        15069184.0,
+        15069184.0
+      ]
+    }
+  ],
+  "environment": {
+    "timestamp": "2026-09-30T08:34:41.887549+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/disk.dat b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..aca599e
--- /dev/null
+++ b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.000000 0.000000 0.000001
+2.020202 0.000000 0.000000 0.000001
+3.030303 0.254012 0.089792 0.418231
+4.040404 4.471503 4.178048 4.764959
+5.050505 5.732098 5.378478 6.085718
+6.060606 6.514350 6.047701 6.980998
+7.070707 6.984640 6.722653 7.246627
+8.080808 7.418249 6.986142 7.850356
+9.090909 8.213839 7.843543 8.584136
+10.101010 8.733911 8.233911 9.233910
+11.111111 9.310283 8.478620 10.141945
+12.121212 10.014511 8.813045 11.215976
+13.131313 9.968386 8.647910 11.288862
+14.141414 10.231273 9.080661 11.381884
+15.151515 8.587430 5.360236 11.814624
+16.161616 7.460444 2.692873 12.228015
+17.171717 4.777452 3.564352 5.990551
+18.181818 4.070797 4.070790 4.070804
+19.191919 4.081761 4.053579 4.109943
+20.202020 4.164164 4.058800 4.269529
+21.212121 4.303855 3.921124 4.686585
+22.222222 4.457315 4.021992 4.892638
+23.232323 4.457315 4.021992 4.892638
+24.242424 4.556533 4.106992 5.006074
+25.252525 4.642021 4.207086 5.076956
+26.262626 4.673783 4.239197 5.108368
+27.272727 4.690239 4.249840 5.130638
+28.282828 4.799090 4.364272 5.233909
+29.292929 4.818240 4.407586 5.228894
+30.303030 4.834746 4.418021 5.251470
+31.313131 4.843609 4.421896 5.265323
+32.323232 4.860146 4.404949 5.315343
+33.333333 4.920970 4.467315 5.374625
+34.343434 4.920970 4.467315 5.374625
+35.353535 4.946340 4.492034 5.400645
+36.363636 5.016671 4.575488 5.457853
+37.373737 5.051747 4.622642 5.480853
+38.383838 5.051747 4.622642 5.480853
+39.393939 5.051747 4.622642 5.480853
+40.404040 5.104714 4.639042 5.570386
+41.414141 5.137636 4.673958 5.601313
+42.424242 5.137636 4.673958 5.601313
+43.434343 5.144447 4.676187 5.612707
+44.444444 5.146565 4.674347 5.618782
+45.454545 5.189391 4.689076 5.689706
+46.464646 5.212176 4.713452 5.710899
+47.474747 5.243937 4.809691 5.678183
+48.484848 5.250581 4.802706 5.698457
+49.494949 5.303838 4.823782 5.783894
+50.505051 5.331853 4.855682 5.808023
+51.515152 5.374824 4.868125 5.881522
+52.525253 5.438957 4.883802 5.994111
+53.535354 5.498494 4.896992 6.099997
+54.545455 5.524620 4.925335 6.123906
+55.555556 5.595813 5.044824 6.146802
+56.565657 5.637764 5.054237 6.221291
+57.575758 5.700242 5.054402 6.346082
+58.585859 5.722125 5.093809 6.350441
+59.595960 5.722125 5.093809 6.350441
+60.606061 5.722125 5.093809 6.350441
+61.616162 5.808026 5.134946 6.481107
+62.626263 5.805839 5.131490 6.480187
+63.636364 5.805839 5.131490 6.480187
+64.646465 5.805839 5.131490 6.480187
+65.656566 5.876030 5.147677 6.604383
+66.666667 5.906852 5.226831 6.586874
+67.676768 5.914336 5.251354 6.577319
+68.686869 5.914336 5.251354 6.577319
+69.696970 5.975800 5.253479 6.698121
+70.707071 6.015138 5.347191 6.683084
+71.717172 6.020743 5.365527 6.675959
+72.727273 6.020743 5.365527 6.675959
+73.737374 6.020743 5.365527 6.675959
+74.747475 6.060350 5.459345 6.661356
+75.757576 6.064551 5.473283 6.655819
+76.767677 6.064551 5.473283 6.655819
+77.777778 6.064551 5.473283 6.655819
+78.787879 6.085479 5.502423 6.668536
+79.797980 6.107704 5.577734 6.637675
+80.808081 6.107704 5.577734 6.637675
+81.818182 6.109668 5.580408 6.638929
+82.828283 6.128530 5.603658 6.653403
+83.838384 6.150414 5.679045 6.621782
+84.848485 6.150414 5.679045 6.621782
+85.858586 6.150414 5.679045 6.621782
+86.868687 6.171124 5.700988 6.641261
+87.878788 6.192706 5.776552 6.608859
+88.888889 6.192706 5.776552 6.608859
+89.898990 6.192706 5.776552 6.608859
+90.909091 6.213285 5.793547 6.633023
+91.919192 6.234674 5.869460 6.599889
+92.929293 6.234674 5.869460 6.599889
+93.939394 6.234674 5.869460 6.599889
+94.949495 6.256907 5.886586 6.627227
+95.959596 6.339167 6.180338 6.497996
+96.969697 6.400945 6.400938 6.400952
+97.979798 6.400945 6.400938 6.400952
+98.989899 2.058859 1.688702 2.429017
+100.000000 0.014035 0.014034 0.014035
diff --git a/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..08e21d7
--- /dev/null
+++ b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pic/M/graph500-24/max_mem_30G_workers_16/disk.png'
+set title "pic / graph500-24 (M) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pic/M/graph500-24/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/disk.png b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..dbaba22
Binary files /dev/null and b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/rss.dat b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..ce7ab58
--- /dev/null
+++ b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.002625 0.001302 0.003947
+1.010101 8.493640 8.462505 8.524775
+2.020202 10.175835 10.075001 10.276668
+3.030303 12.455267 12.417102 12.493432
+4.040404 12.638469 12.544729 12.732209
+5.050505 12.645192 12.562045 12.728340
+6.060606 12.689907 12.612322 12.767492
+7.070707 12.698939 12.613240 12.784638
+8.080808 12.705131 12.622309 12.787953
+9.090909 12.713825 12.626076 12.801575
+10.101010 12.717353 12.626435 12.808271
+11.111111 12.718480 12.627390 12.809570
+12.121212 12.719384 12.627485 12.811284
+13.131313 12.720467 12.627861 12.813072
+14.141414 12.721571 12.627987 12.815155
+15.151515 12.723179 12.631177 12.815181
+16.161616 12.726415 12.634223 12.818607
+17.171717 12.730738 12.636524 12.824953
+18.181818 12.736626 12.643335 12.829917
+19.191919 12.738522 12.644738 12.832306
+20.202020 12.740127 12.647075 12.833178
+21.212121 12.741088 12.647855 12.834321
+22.222222 12.742807 12.648560 12.837054
+23.232323 12.742932 12.648637 12.837227
+24.242424 12.743278 12.649040 12.837517
+25.252525 12.743646 12.649301 12.837991
+26.262626 12.743724 12.649371 12.838076
+27.272727 12.743774 12.649430 12.838118
+28.282828 12.744194 12.649845 12.838544
+29.292929 12.744304 12.649865 12.838743
+30.303030 12.744305 12.649866 12.838744
+31.313131 12.744349 12.649899 12.838799
+32.323232 12.744392 12.649982 12.838803
+33.333333 12.744484 12.650036 12.838933
+34.343434 12.744515 12.650047 12.838984
+35.353535 12.744594 12.650139 12.839049
+36.363636 12.744677 12.650114 12.839240
+37.373737 12.744749 12.650161 12.839337
+38.383838 12.744776 12.650149 12.839402
+39.393939 12.744779 12.650152 12.839405
+40.404040 12.744881 12.650301 12.839460
+41.414141 12.744941 12.650341 12.839542
+42.424242 12.744942 12.650343 12.839541
+43.434343 12.745045 12.650451 12.839639
+44.444444 12.745050 12.650464 12.839636
+45.454545 12.745075 12.650523 12.839627
+46.464646 12.745103 12.650534 12.839672
+47.474747 12.745186 12.650491 12.839882
+48.484848 12.745198 12.650505 12.839892
+49.494949 12.745300 12.650535 12.840065
+50.505051 12.745394 12.650612 12.840176
+51.515152 12.745434 12.650635 12.840232
+52.525253 12.745476 12.650683 12.840270
+53.535354 12.745542 12.650713 12.840370
+54.545455 12.745587 12.650749 12.840425
+55.555556 12.745706 12.650716 12.840696
+56.565657 12.745716 12.650728 12.840704
+57.575758 12.745833 12.650857 12.840809
+58.585859 12.745928 12.650867 12.840989
+59.595960 12.745935 12.650875 12.840995
+60.606061 12.745957 12.650902 12.841013
+61.616162 12.745971 12.650919 12.841023
+62.626263 12.745975 12.650921 12.841029
+63.636364 12.745979 12.650927 12.841032
+64.646465 12.745979 12.650927 12.841032
+65.656566 12.746025 12.651006 12.841044
+66.666667 12.746083 12.650977 12.841188
+67.676768 12.746116 12.650959 12.841272
+68.686869 12.746128 12.650974 12.841283
+69.696970 12.746176 12.651027 12.841324
+70.707071 12.746214 12.651022 12.841405
+71.717172 12.746240 12.651008 12.841472
+72.727273 12.746243 12.651008 12.841477
+73.737374 12.746249 12.651004 12.841494
+74.747475 12.746257 12.651002 12.841512
+75.757576 12.746264 12.650999 12.841529
+76.767677 12.746283 12.650989 12.841576
+77.777778 12.746286 12.650987 12.841585
+78.787879 12.746294 12.650985 12.841603
+79.797980 12.746385 12.650936 12.841834
+80.808081 12.746385 12.650936 12.841834
+81.818182 12.746386 12.650936 12.841836
+82.828283 12.746395 12.650937 12.841853
+83.838384 12.746412 12.650928 12.841896
+84.848485 12.746412 12.650928 12.841896
+85.858586 12.746416 12.650928 12.841904
+86.868687 12.746420 12.650928 12.841911
+87.878788 12.746443 12.650915 12.841971
+88.888889 12.746445 12.650914 12.841975
+89.898990 12.746445 12.650914 12.841975
+90.909091 12.746450 12.650915 12.841986
+91.919192 12.746468 12.650905 12.842030
+92.929293 12.746468 12.650905 12.842032
+93.939394 12.746468 12.650905 12.842032
+94.949495 12.746468 12.650905 12.842032
+95.959596 12.746496 12.650890 12.842101
+96.969697 12.746518 12.650878 12.842157
+97.979798 12.746518 12.650878 12.842157
+98.989899 12.760027 12.665594 12.854460
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..2837c6a
--- /dev/null
+++ b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pic/M/graph500-24/max_mem_30G_workers_16/rss.png'
+set title "pic / graph500-24 (M) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pic/M/graph500-24/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/rss.png b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..5a42a16
Binary files /dev/null and b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/wall_time.dat b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..ddee066
--- /dev/null
+++ b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+217.028475 6.12050859e-05
+217.053931 7.7120726e-05
+217.079388 9.68463368e-05
+217.104844 0.000121205905
+217.1303 0.000151179481
+217.155756 0.000187927535
+217.181212 0.000232817959
+217.206668 0.000287455772
+217.232124 0.000353715496
+217.25758 0.000433776119
+217.283037 0.000530158456
+217.308493 0.000645764624
+217.333949 0.000783919222
+217.359405 0.000948411667
+217.384861 0.00114353899
+217.410317 0.00137414823
+217.435773 0.00164567744
+217.461229 0.00196419399
+217.486686 0.00233642896
+217.512142 0.00276980587
+217.537598 0.00327246222
+217.563054 0.00385326185
+217.58851 0.00452179626
+217.613966 0.0052883728
+217.639422 0.00616398767
+217.664878 0.00716028169
+217.690335 0.00828947706
+217.715791 0.00956429299
+217.741247 0.0109978391
+217.766703 0.012603485
+217.792159 0.0143947057
+217.817615 0.0163849021
+217.843071 0.0185871971
+217.868527 0.0210142088
+217.893983 0.0236778014
+217.91944 0.0265888171
+217.944896 0.0297567927
+217.970352 0.033189664
+217.995808 0.0368934634
+218.021264 0.0408720172
+218.04672 0.0451266475
+218.072176 0.0496558881
+218.097632 0.0544552192
+218.123089 0.0595168307
+218.148545 0.0648294225
+218.174001 0.0703780471
+218.199457 0.0761440056
+218.224913 0.0821048014
+218.250369 0.0882341592
+218.275825 0.0945021145
+218.301281 0.100875177
+218.326738 0.107316572
+218.352194 0.113786557
+218.37765 0.120242815
+218.403106 0.126640927
+218.428562 0.132934905
+218.454018 0.139077792
+218.479474 0.145022316
+218.50493 0.150721583
+218.530387 0.156129806
+218.555843 0.161203048
+218.581299 0.165899969
+218.606755 0.170182566
+218.632211 0.174016878
+218.657667 0.177373658
+218.683123 0.180228983
+218.708579 0.182564795
+218.734036 0.184369356
+218.759492 0.185637617
+218.784948 0.186371473
+218.810404 0.186579913
+218.83586 0.186279055
+218.861316 0.185492064
+218.886772 0.184248945
+218.912228 0.18258623
+218.937684 0.180546555
+218.963141 0.178178123
+218.988597 0.175534093
+219.014053 0.172671867
+219.039509 0.169652329
+219.064965 0.166539013
+219.090421 0.163397239
+219.115877 0.16029323
+219.141333 0.157293213
+219.16679 0.154462534
+219.192246 0.151864794
+219.217702 0.149561028
+219.243158 0.147608925
+219.268614 0.146062127
+219.29407 0.144969588
+219.319526 0.144375028
+219.344982 0.144316466
+219.370439 0.144825861
+219.395895 0.145928845
+219.421351 0.147644553
+219.446807 0.149985564
+219.472263 0.152957928
+219.497719 0.156561292
+219.523175 0.16078911
+219.548631 0.165628931
+219.574088 0.171062762
+219.599544 0.177067482
+219.625 0.183615315
+219.650456 0.190674326
+219.675912 0.198208953
+219.701368 0.206180548
+219.726824 0.214547909
+219.75228 0.223267807
+219.777736 0.232295489
+219.803193 0.241585147
+219.828649 0.251090335
+219.854105 0.260764352
+219.879561 0.27056056
+219.905017 0.280432644
+219.930473 0.290334818
+219.955929 0.300221969
+219.981385 0.310049748
+220.006842 0.319774613
+220.032298 0.329353824
+220.057754 0.338745416
+220.08321 0.347908135
+220.108666 0.356801375
+220.134122 0.365385109
+220.159578 0.373619836
+220.185034 0.381466547
+220.210491 0.388886735
+220.235947 0.395842442
+220.261403 0.402296365
+220.286859 0.40821202
+220.312315 0.413553966
+220.337771 0.418288101
+220.363227 0.422382012
+220.388683 0.425805388
+220.41414 0.428530483
+220.439596 0.430532619
+220.465052 0.431790719
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diff --git a/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..f25d655
--- /dev/null
+++ b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pic/M/graph500-24/max_mem_30G_workers_16/wall_time.png'
+set title "pic / graph500-24 (M) — max_mem_30G workers_16\nmedian=220.516s  mean=220.365s  std=1.096s  min=218.778s  max=221.770s  p90=221.367s  p95=221.569s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.561974]
+set xrange [217.028475:223.519786]
+set grid y
+set key top right
+set arrow from 220.515844,0 to 220.515844,0.561974 nohead lc rgb 'red' lw 2
+set label 'median 220.516s' at 220.515844,0.561974 offset char 0,1 tc rgb 'red'
+set arrow from 221.367041,0 to 221.367041,0.561974 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 221.367s' at 221.367041,0.561974 offset char 0,1 tc rgb 'orange'
+set arrow from 221.568767,0 to 221.568767,0.561974 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 221.569s' at 221.568767,0.561974 offset char 0,1 tc rgb 'orange'
+set arrow from 220.515844,0 to 220.515844,0.0172915 nohead lc rgb '#666666' lw 1
+set arrow from 220.761860,0 to 220.761860,0.0172915 nohead lc rgb '#666666' lw 1
+set arrow from 218.777767,0 to 218.777767,0.0172915 nohead lc rgb '#666666' lw 1
+set arrow from 221.770494,0 to 221.770494,0.0172915 nohead lc rgb '#666666' lw 1
+set arrow from 219.999087,0 to 219.999087,0.0172915 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/pic/M/graph500-24/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/pic/M/graph500-24/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/wall_time.png b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..1219f02
Binary files /dev/null and b/benches/results/pic/M/graph500-24/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/benchmark.json b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..8359332
--- /dev/null
+++ b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,14390 @@
+{
+  "algorithm": "pic",
+  "dataset": "graph500-26",
+  "size_class": "XL",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/pic_graph500-26",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
+      "--k",
+      "2",
+      "--max-iter",
+      "20"
+    ]
+  },
+  "graph": {
+    "vertices": 32000000,
+    "edges": 1000000000,
+    "nodes_str": "32M",
+    "edges_str": "1B"
+  },
+  "warmup": {
+    "wall_time_s": 883.431623173994,
+    "sampling_interval_s": 1.0
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
+      "index": 0,
+      "wall_time_s": 885.8847628039948,
+      "peak_rss_kb": 21961060,
+      "peak_disk_bytes": 62761918464.0,
+      "returncode": 0,
+      "n_samples": 885
+    },
+    {
+      "index": 1,
+      "wall_time_s": 882.8677787680062,
+      "peak_rss_kb": 20366472,
+      "peak_disk_bytes": 64565468160.0,
+      "returncode": 0,
+      "n_samples": 881
+    },
+    {
+      "index": 2,
+      "wall_time_s": 880.645373211999,
+      "peak_rss_kb": 18105516,
+      "peak_disk_bytes": 63420422144.0,
+      "returncode": 0,
+      "n_samples": 879
+    },
+    {
+      "index": 3,
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+      "peak_disk_bytes": 63789523968.0,
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+      "n_samples": 880
+    },
+    {
+      "index": 4,
+      "wall_time_s": 884.8235120440077,
+      "peak_rss_kb": 18094260,
+      "peak_disk_bytes": 66746507264.0,
+      "returncode": 0,
+      "n_samples": 881
+    }
+  ],
+  "stats": {
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+    }
+  ],
+  "environment": {
+    "timestamp": "2026-09-30T12:36:47.799305+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/disk.dat b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..ee16155
--- /dev/null
+++ b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 2.500345 0.000000 6.509251
+1.010101 7.774760 1.731494 13.818026
+2.020202 10.693795 7.304967 14.082623
+3.030303 13.828818 9.390896 18.266740
+4.040404 19.197847 11.032240 27.363454
+5.050505 24.428452 14.377396 34.479508
+6.060606 25.969709 17.348846 34.590571
+7.070707 27.719344 20.635559 34.803130
+8.080808 29.454775 23.660221 35.249330
+9.090909 31.890167 27.465739 36.314595
+10.101010 34.826620 29.520090 40.133149
+11.111111 35.886626 30.456584 41.316668
+12.121212 37.210074 31.161732 43.258415
+13.131313 38.425226 31.639742 45.210710
+14.141414 39.716237 31.798023 47.634452
+15.151515 40.858443 31.952681 49.764204
+16.161616 44.486115 36.402295 52.569935
+17.171717 48.982864 43.578032 54.387696
+18.181818 53.868221 50.901254 56.835188
+19.191919 56.096585 54.050807 58.142363
+20.202020 52.783240 40.648317 64.918164
+21.212121 47.026434 34.794999 59.257869
+22.222222 36.748010 13.082169 60.413851
+23.232323 36.655335 12.861292 60.449378
+24.242424 30.988093 8.043161 53.933025
+25.252525 24.699685 4.092942 45.306427
+26.262626 20.983804 9.930591 32.037016
+27.272727 17.147616 16.314389 17.980844
+28.282828 16.986376 16.599186 17.373566
+29.292929 17.081254 16.664924 17.497584
+30.303030 17.081254 16.664924 17.497584
+31.313131 17.309538 16.601008 18.018069
+32.323232 17.309538 16.601008 18.018069
+33.333333 18.516041 17.566645 19.465436
+34.343434 19.694657 18.062951 21.326362
+35.353535 19.694657 18.062951 21.326362
+36.363636 19.854636 17.973889 21.735383
+37.373737 19.854636 17.973889 21.735383
+38.383838 20.176869 18.635040 21.718698
+39.393939 20.176869 18.635040 21.718698
+40.404040 20.434474 18.748493 22.120455
+41.414141 20.523612 18.901508 22.145716
+42.424242 20.622659 19.135511 22.109807
+43.434343 20.914914 19.303906 22.525921
+44.444444 20.947381 19.290296 22.604466
+45.454545 20.947381 19.290296 22.604466
+46.464646 21.215259 19.828268 22.602249
+47.474747 21.371151 19.757566 22.984735
+48.484848 21.371151 19.757566 22.984735
+49.494949 21.446889 19.932130 22.961648
+50.505051 21.456192 19.952280 22.960104
+51.515152 21.611201 19.875198 23.347204
+52.525253 21.611201 19.875198 23.347204
+53.535354 21.693862 20.041392 23.346331
+54.545455 21.693862 20.041392 23.346331
+55.555556 21.847937 19.962723 23.733151
+56.565657 21.847937 19.962723 23.733151
+57.575758 21.920731 20.083368 23.758093
+58.585859 21.943755 20.071404 23.816106
+59.595960 22.073700 20.006579 24.140822
+60.606061 22.153690 20.130820 24.176560
+61.616162 22.312959 20.370541 24.255377
+62.626263 22.543772 20.401902 24.685642
+63.636364 22.621718 20.478037 24.765400
+64.646465 22.706759 20.731417 24.682102
+65.656566 22.863543 20.938340 24.788746
+66.666667 23.015288 20.892610 25.137966
+67.676768 23.015288 20.892610 25.137966
+68.686869 23.041032 20.937244 25.144820
+69.696970 23.093798 21.022648 25.164948
+70.707071 23.169081 20.993655 25.344506
+71.717172 23.169081 20.993655 25.344506
+72.727273 23.322309 21.089858 25.554760
+73.737374 23.482007 21.427948 25.536066
+74.747475 23.482007 21.427948 25.536066
+75.757576 23.482007 21.427948 25.536066
+76.767677 23.559639 21.538501 25.580776
+77.777778 23.657176 21.618894 25.695458
+78.787879 23.636124 21.604147 25.668100
+79.797980 23.712275 21.650844 25.773706
+80.808081 23.865185 21.783325 25.947045
+81.818182 23.865185 21.783325 25.947045
+82.828283 23.946256 22.058756 25.833756
+83.838384 23.973128 22.092984 25.853272
+84.848485 24.022741 22.149548 25.895933
+85.858586 24.102731 22.425652 25.779809
+86.868687 24.102731 22.425652 25.779809
+87.878788 24.178882 22.500871 25.856893
+88.888889 24.178882 22.500871 25.856893
+89.898990 24.178882 22.500871 25.856893
+90.909091 24.258161 22.778581 25.737742
+91.919192 24.409316 22.865659 25.952974
+92.929293 24.409316 22.865659 25.952974
+93.939394 24.409316 22.865659 25.952974
+94.949495 24.487826 23.144302 25.831351
+95.959596 24.795597 24.014547 25.576647
+96.969697 25.099389 25.099369 25.099408
+97.979798 25.099389 25.099369 25.099408
+98.989899 25.271520 25.114591 25.428450
+100.000000 0.046199 0.046199 0.046200
diff --git a/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/disk.gnuplot b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..5f4ede5
--- /dev/null
+++ b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pic/XL/graph500-26/max_mem_30G_workers_16/disk.png'
+set title "pic / graph500-26 (XL) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pic/XL/graph500-26/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/disk.png b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..f1bd918
Binary files /dev/null and b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/rss.dat b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..07f4b03
--- /dev/null
+++ b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 7.292042 0.000000 15.061664
+1.010101 10.786325 3.833562 17.739088
+2.020202 14.123128 13.372594 14.873662
+3.030303 14.711775 13.710773 15.712778
+4.040404 15.737118 14.509574 16.964661
+5.050505 16.370656 15.515377 17.225935
+6.060606 17.369044 15.727081 19.011006
+7.070707 17.953861 16.907123 19.000598
+8.080808 18.714078 16.843312 20.584845
+9.090909 18.722596 16.895854 20.549338
+10.101010 18.453211 17.013428 19.892995
+11.111111 18.458008 17.012470 19.903546
+12.121212 18.321800 17.040660 19.602941
+13.131313 18.259515 17.037559 19.481470
+14.141414 17.837285 16.886919 18.787651
+15.151515 17.523639 17.037103 18.010174
+16.161616 16.555696 16.087543 17.023848
+17.171717 16.173548 15.857631 16.489465
+18.181818 12.465317 10.262985 14.667649
+19.191919 12.000619 9.906377 14.094862
+20.202020 11.970279 9.862305 14.078253
+21.212121 11.959637 9.840872 14.078402
+22.222222 11.963166 9.848032 14.078300
+23.232323 12.649086 11.020701 14.277471
+24.242424 12.686285 11.069682 14.302888
+25.252525 13.319976 12.209474 14.430477
+26.262626 13.321375 12.100431 14.542319
+27.272727 13.615537 12.603006 14.628067
+28.282828 13.901900 12.901310 14.902489
+29.292929 13.930646 13.062616 14.798677
+30.303030 13.751079 12.616820 14.885339
+31.313131 13.987312 13.184617 14.790006
+32.323232 13.987435 13.184830 14.790040
+33.333333 13.786697 12.328994 15.244399
+34.343434 13.992927 12.879716 15.106139
+35.353535 13.926406 12.895234 14.957579
+36.363636 13.994209 12.886159 15.102259
+37.373737 13.555409 11.984313 15.126504
+38.383838 13.945493 12.841911 15.049074
+39.393939 13.751936 12.407747 15.096124
+40.404040 13.764185 12.420353 15.108017
+41.414141 13.751654 12.389295 15.114013
+42.424242 13.709015 12.328867 15.089162
+43.434343 13.719035 12.395763 15.042306
+44.444444 13.661181 12.239631 15.082731
+45.454545 13.517900 11.908127 15.127672
+46.464646 13.576564 12.144418 15.008709
+47.474747 13.623463 12.109500 15.137427
+48.484848 13.528211 11.948866 15.107556
+49.494949 13.517799 11.939215 15.096383
+50.505051 13.564594 12.143726 14.985462
+51.515152 13.620279 12.121865 15.118692
+52.525253 13.516905 11.950087 15.083724
+53.535354 13.566950 12.087982 15.045918
+54.545455 13.540813 12.110414 14.971212
+55.555556 13.587238 12.078350 15.096125
+56.565657 13.503291 11.936711 15.069871
+57.575758 13.645605 12.308690 14.982519
+58.585859 13.551856 12.164963 14.938750
+59.595960 13.362580 11.548241 15.176919
+60.606061 13.330685 11.511294 15.150076
+61.616162 13.436837 11.912407 14.961266
+62.626263 13.404959 11.739245 15.070672
+63.636364 13.403596 11.745698 15.061494
+64.646465 13.488529 11.967832 15.009226
+65.656566 13.498493 12.114276 14.882711
+66.666667 13.551102 12.087951 15.014252
+67.676768 13.206756 11.253639 15.159873
+68.686869 13.342182 11.659879 15.024484
+69.696970 13.320184 11.607577 15.032790
+70.707071 13.329874 11.591590 15.068157
+71.717172 13.211101 11.468352 14.953849
+72.727273 13.320634 11.580625 15.060642
+73.737374 13.463838 11.905214 15.022462
+74.747475 13.454499 11.885132 15.023866
+75.757576 13.197676 11.263880 15.131472
+76.767677 13.366621 11.662502 15.070740
+77.777778 13.313245 11.568810 15.057679
+78.787879 13.349236 11.633470 15.065002
+79.797980 13.286477 11.524344 15.048610
+80.808081 13.349805 11.633638 15.065972
+81.818182 13.348978 11.632694 15.065262
+82.828283 13.363502 11.717903 15.009101
+83.838384 13.385428 11.757378 15.013479
+84.848485 13.295319 11.493270 15.097369
+85.858586 13.370492 11.693748 15.047235
+86.868687 13.117977 11.158272 15.077682
+87.878788 13.193479 11.274820 15.112138
+88.888889 13.198317 11.281648 15.114986
+89.898990 13.238387 11.392322 15.084451
+90.909091 13.244592 11.463782 15.025402
+91.919192 13.316908 11.584673 15.049144
+92.929293 13.239560 11.374977 15.104143
+93.939394 13.259679 11.432771 15.086588
+94.949495 13.222045 11.404052 15.040037
+95.959596 13.186553 11.256708 15.116397
+96.969697 13.194450 11.280941 15.107958
+97.979798 13.079108 11.055046 15.103170
+98.989899 12.941424 10.901198 14.981651
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/rss.gnuplot b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..1fcd0a9
--- /dev/null
+++ b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pic/XL/graph500-26/max_mem_30G_workers_16/rss.png'
+set title "pic / graph500-26 (XL) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pic/XL/graph500-26/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/rss.png b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..aa64889
Binary files /dev/null and b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..30544a5
--- /dev/null
+++ b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+876.160226 2.38723821e-05
+876.21595 2.90866586e-05
+876.271675 3.53524531e-05
+876.327399 4.28620507e-05
+876.383123 5.18386921e-05
+876.438847 6.25407172e-05
+876.494572 7.52661056e-05
+876.550296 9.03574235e-05
+876.60602 0.00010820718
+876.661744 0.000129263592
+876.717469 0.000154036736
+876.773193 0.000183105084
+876.828917 0.000217122369
+876.884641 0.000256824752
+876.940366 0.000303038222
+876.99609 0.000356686154
+877.051814 0.000418796937
+877.107538 0.00049051157
+877.163263 0.000573091076
+877.218987 0.000667923612
+877.274711 0.0007765311
+877.330435 0.000900575185
+877.38616 0.00104186234
+877.441884 0.00120234789
+877.497608 0.00138413868
+877.553332 0.00158949424
+877.609057 0.00182082612
+877.664781 0.0020806951
+877.720505 0.00237180617
+877.776229 0.00269700085
+877.831954 0.00305924678
+877.887678 0.00346162421
+877.943402 0.00390730935
+877.999126 0.0043995543
+878.054851 0.00494166357
+878.110575 0.00553696705
+878.166299 0.00618878947
+878.222023 0.00690041637
+878.277748 0.00767505689
+878.333472 0.00851580338
+878.389196 0.00942558832
+878.44492 0.0104071389
+878.500645 0.0114629298
+878.556369 0.0125951344
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+878.667817 0.0150956795
+878.723542 0.0164664213
+878.779266 0.017918286
+878.83499 0.0194512218
+878.890714 0.0210646016
+878.946439 0.0227571889
+879.002163 0.0245271092
+879.057887 0.0263718286
+879.113611 0.0282881404
+879.169336 0.0302721599
+879.22506 0.0323193295
+879.280784 0.0344244335
+879.336508 0.0365816238
+879.392233 0.0387844565
+879.447957 0.0410259405
+879.503681 0.0432985963
+879.559405 0.045594527
+879.61513 0.0479054986
+879.670854 0.0502230312
+879.726578 0.0525384984
+879.782302 0.0548432347
+879.838027 0.0571286491
+879.893751 0.0593863433
+879.949475 0.0616082328
+880.005199 0.0637866691
+880.060924 0.0659145601
+880.116648 0.0679854882
+880.172372 0.0699938214
+880.228096 0.0719348179
+880.283821 0.0738047198
+880.339545 0.0756008352
+880.395269 0.0773216057
+880.450993 0.0789666584
+880.506718 0.0805368405
+880.562442 0.0820342349
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+880.896787 0.0897571026
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+881.06396 0.0931506507
+881.119684 0.0942777274
+881.175409 0.0954211009
+881.231133 0.0965918496
+881.286857 0.0978008415
+881.342581 0.0990585511
+881.398306 0.100374878
+881.45403 0.101758974
+881.509754 0.103219073
+881.565478 0.104762346
+881.621203 0.106394757
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+881.788375 0.111866029
+881.8441 0.113886803
+881.899824 0.116005034
+881.955548 0.11821772
+882.011272 0.120520293
+882.066997 0.122906674
+882.122721 0.125369341
+882.178445 0.127899427
+882.234169 0.130486838
+882.289894 0.133120391
+882.345618 0.135787968
+882.401342 0.138476687
+882.457066 0.141173079
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+883.237206 0.172393608
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+883.348654 0.174956226
+883.404379 0.176017629
+883.460103 0.176933448
+883.515827 0.17770588
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+883.627276 0.178834356
+883.683 0.179199417
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+883.961621 0.179264857
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+884.295967 0.176299816
+884.351691 0.175558573
+884.407415 0.174756264
+884.463139 0.173894749
+884.518864 0.172975064
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+884.630312 0.170961307
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+884.741761 0.16870758
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+886.30204 0.0998695295
+886.357764 0.0961981897
+886.413488 0.092503207
+886.469212 0.0887950476
+886.524937 0.0850842972
+886.580661 0.0813815618
+886.636385 0.0776973699
+886.692109 0.0740420772
+886.747834 0.0704257754
+886.803558 0.066858206
+886.859282 0.0633486806
+886.915006 0.0599060079
+886.970731 0.0565384286
+887.026455 0.0532535597
+887.082179 0.0500583463
+887.137903 0.0469590234
+887.193628 0.0439610876
+887.249352 0.0410692773
+887.305076 0.0382875625
+887.3608 0.0356191436
+887.416525 0.0330664588
+887.472249 0.0306311994
+887.527973 0.0283143324
+887.583697 0.0261161298
+887.639422 0.0240362042
+887.695146 0.0220735487
+887.75087 0.020226582
+887.806594 0.0184931963
+887.862319 0.0168708074
+887.918043 0.0153564078
+887.973767 0.0139466191
+888.029491 0.0126377456
+888.085216 0.0114258273
+888.14094 0.0103066906
+888.196664 0.00927599899
+888.252388 0.00832929977
+888.308113 0.00746206902
+888.363837 0.00666975317
+888.419561 0.0059478073
+888.475285 0.00529172988
+888.53101 0.00469709391
+888.586734 0.00415957425
+888.642458 0.00367497137
+888.698182 0.00323923136
+888.753907 0.00284846244
+888.809631 0.00249894812
+888.865355 0.00218715714
+888.921079 0.00190975043
+888.976804 0.00166358542
+889.032528 0.00144571772
+889.088252 0.00125340076
+889.143976 0.00108408334
+889.199701 0.000935405567
+889.255425 0.000805193303
+889.311149 0.000691451493
+889.366873 0.000592356483
+889.422598 0.000506247627
+889.478322 0.00043161836
+889.534046 0.000367106912
+889.58977 0.000311486836
+889.645495 0.00026365749
+889.701219 0.0002226346
+889.756943 0.000187541003
+889.812667 0.000157597667
+889.868392 0.000132115053
+889.924116 0.000110484875
+889.97984 9.21723019e-05
+890.035564 7.67086327e-05
+890.091289 6.36844509e-05
+890.147013 5.27432794e-05
+890.202737 4.35757261e-05
+890.258461 3.59141162e-05
+890.314186 2.95275951e-05
+890.36991 2.42176858e-05
diff --git a/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..e368f8e
--- /dev/null
+++ b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pic/XL/graph500-26/max_mem_30G_workers_16/wall_time.png'
+set title "pic / graph500-26 (XL) — max_mem_30G workers_16\nmedian=883.478s  mean=883.540s  std=1.999s  min=880.645s  max=885.885s  p90=885.460s  p95=885.673s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.233435]
+set xrange [876.160226:890.369910]
+set grid y
+set key top right
+set arrow from 883.478298,0 to 883.478298,0.233435 nohead lc rgb 'red' lw 2
+set label 'median 883.478s' at 883.478298,0.233435 offset char 0,1 tc rgb 'red'
+set arrow from 885.460262,0 to 885.460262,0.233435 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 885.460s' at 885.460262,0.233435 offset char 0,1 tc rgb 'orange'
+set arrow from 885.672513,0 to 885.672513,0.233435 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 885.673s' at 885.672513,0.233435 offset char 0,1 tc rgb 'orange'
+set arrow from 885.884763,0 to 885.884763,0.00718261 nohead lc rgb '#666666' lw 1
+set arrow from 882.867779,0 to 882.867779,0.00718261 nohead lc rgb '#666666' lw 1
+set arrow from 880.645373,0 to 880.645373,0.00718261 nohead lc rgb '#666666' lw 1
+set arrow from 883.478298,0 to 883.478298,0.00718261 nohead lc rgb '#666666' lw 1
+set arrow from 884.823512,0 to 884.823512,0.00718261 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/pic/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/pic/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/wall_time.png b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..5e129a2
Binary files /dev/null and b/benches/results/pic/XL/graph500-26/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/benchmark.json b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..23433e8
--- /dev/null
+++ b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,29486 @@
+{
+  "algorithm": "pic",
+  "dataset": "graph500-27",
+  "size_class": "XL",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/pic_graph500-27",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
+      "--k",
+      "2",
+      "--max-iter",
+      "20"
+    ]
+  },
+  "graph": {
+    "vertices": 63000000,
+    "edges": 2000000000,
+    "nodes_str": "63M",
+    "edges_str": "2B"
+  },
+  "warmup": {
+    "wall_time_s": 1887.288027912,
+    "sampling_interval_s": 1.0
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
+      "index": 0,
+      "wall_time_s": 1901.7042035030026,
+      "peak_rss_kb": 19235436,
+      "peak_disk_bytes": 129794578432.0,
+      "returncode": 0,
+      "n_samples": 1897
+    },
+    {
+      "index": 1,
+      "wall_time_s": 1884.4744465769909,
+      "peak_rss_kb": 17707360,
+      "peak_disk_bytes": 129144460288.0,
+      "returncode": 0,
+      "n_samples": 1879
+    },
+    {
+      "index": 2,
+      "wall_time_s": 1897.7313455149997,
+      "peak_rss_kb": 18192564,
+      "peak_disk_bytes": 129710694400.0,
+      "returncode": 0,
+      "n_samples": 1890
+    },
+    {
+      "index": 3,
+      "wall_time_s": 1895.4998624559958,
+      "peak_rss_kb": 19861772,
+      "peak_disk_bytes": 129847005184.0,
+      "returncode": 0,
+      "n_samples": 1886
+    },
+    {
+      "index": 4,
+      "wall_time_s": 1896.8327752419864,
+      "peak_rss_kb": 19250876,
+      "peak_disk_bytes": 128557262848.0,
+      "returncode": 0,
+      "n_samples": 1886
+    }
+  ],
+  "stats": {
+    "wall_time_s": {
+      "n": 5,
+      "median": 1896.8327752419864,
+      "mean": 1895.248526658595,
+      "std": 6.451627078787781,
+      "min": 1884.4744465769909,
+      "max": 1901.7042035030026,
+      "p90": 1900.1150603078015,
+      "p95": 1900.909631905402
+    },
+    "peak_rss_kb": {
+      "n": 5,
+      "median": 19235436.0,
+      "mean": 18849601.6,
+      "std": 876183.8459391956,
+      "min": 17707360,
+      "max": 19861772,
+      "p90": 19617413.6,
+      "p95": 19739592.8
+    },
+    "peak_disk_bytes": {
+      "n": 5,
+      "median": 129710694400.0,
+      "mean": 129410800230.4,
+      "std": 553841134.8483564,
+      "min": 128557262848.0,
+      "max": 129847005184.0,
+      "p90": 129826034483.2,
+      "p95": 129836519833.6
+    },
+    "medges_per_sec": 1.0543892039955143
+  },
+  "series": {
+    "alignment": "dtw",
+    "ref_run": 4,
+    "band_frac": 0.25,
+    "grid_size": 100,
+    "rss_bands_gib": [
+      [
+        2.580001223695516,
+        -4.051097834797233,
+        9.211100282188266
+      ],
+      [
+        11.388012327389518,
+        4.06458803877002,
+        18.711436616009017
+      ],
+      [
+        12.075885534842556,
+        4.158834054070906,
+        19.992937015614206
+      ],
+      [
+        13.76213912388513,
+        4.875504279294994,
+        22.648773968475265
+      ],
+      [
+        16.418353065284983,
+        14.253793155901775,
+        18.58291297466819
+      ],
+      [
+        17.476457785245888,
+        16.280743816395216,
+        18.67217175409656
+      ],
+      [
+        17.148708877716807,
+        16.310947734353654,
+        17.98647002107996
+      ],
+      [
+        17.184765074638356,
+        16.386405914963476,
+        17.983124234313237
+      ],
+      [
+        17.173036443506533,
+        16.40244602863168,
+        17.943626858381386
+      ],
+      [
+        17.156663818661336,
+        16.416791084083766,
+        17.896536553238906
+      ],
+      [
+        17.131583646178548,
+        16.432549127698355,
+        17.83061816465874
+      ],
+      [
+        17.157733599951666,
+        16.422102672376163,
+        17.89336452752717
+      ],
+      [
+        17.156959385140937,
+        16.42184267435729,
+        17.892076095924583
+      ],
+      [
+        17.14423393343908,
+        16.422305919764952,
+        17.866161947113206
+      ],
+      [
+        17.12143619929258,
+        16.313775938263067,
+        17.929096460322096
+      ],
+      [
+        17.10170831730487,
+        16.31962367195529,
+        17.883792962654447
+      ],
+      [
+        14.4432061166908,
+        11.897549108612127,
+        16.988863124769473
+      ],
+      [
+        9.988159036603228,
+        7.161225764450219,
+        12.815092308756238
+      ],
+      [
+        9.952505057925098,
+        7.146207471655284,
+        12.758802644194912
+      ],
+      [
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+    }
+  ],
+  "environment": {
+    "timestamp": "2026-09-30T16:39:23.519667+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/disk.dat b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..5729181
--- /dev/null
+++ b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 1.155749 0.000000 4.127179
+1.010101 8.380278 2.440360 14.320196
+2.020202 12.710478 3.929915 21.491042
+3.030303 16.679425 5.955162 27.403687
+4.040404 31.872108 16.053430 47.690787
+5.050505 46.473620 21.377259 71.569982
+6.060606 58.133765 37.510999 78.756530
+7.070707 64.922257 45.212805 84.631709
+8.080808 67.394497 47.977768 86.811226
+9.090909 69.904908 54.348987 85.460828
+10.101010 72.407169 60.633726 84.180612
+11.111111 74.875683 66.702135 83.049231
+12.121212 77.362141 72.335990 82.388291
+13.131313 81.107234 77.427528 84.786941
+14.141414 87.265565 83.429456 91.101673
+15.151515 92.890751 89.480776 96.300726
+16.161616 99.528682 96.117611 102.939752
+17.171717 104.564008 101.610605 107.517411
+18.181818 108.483429 103.520873 113.445986
+19.191919 117.224043 115.579211 118.868875
+20.202020 69.275267 41.899512 96.651021
+21.212121 44.525018 26.656565 62.393471
+22.222222 33.357717 32.952183 33.763250
+23.232323 33.869979 33.215206 34.524752
+24.242424 33.869979 33.215206 34.524752
+25.252525 33.869979 33.215206 34.524752
+26.262626 34.728498 34.462550 34.994447
+27.272727 34.728498 34.462550 34.994447
+28.282828 34.888705 34.888691 34.888719
+29.292929 35.549900 34.855899 36.243901
+30.303030 35.990062 35.095400 36.884724
+31.313131 36.206585 34.829233 37.583936
+32.323232 36.401138 34.554210 38.248065
+33.333333 36.620902 34.768262 38.473541
+34.343434 37.233464 35.139269 39.327659
+35.353535 37.233464 35.139269 39.327659
+36.363636 37.233464 35.139269 39.327659
+37.373737 37.397890 34.933492 39.862289
+38.383838 38.206975 35.466101 40.947848
+39.393939 38.383916 35.266068 41.501765
+40.404040 38.383916 35.266068 41.501765
+41.414141 38.383916 35.266068 41.501765
+42.424242 39.321776 36.384586 42.258966
+43.434343 39.321776 36.384586 42.258966
+44.444444 39.321776 36.384586 42.258966
+45.454545 39.506638 36.551117 42.462159
+46.464646 39.940283 36.812350 43.068215
+47.474747 39.993681 36.759041 43.228321
+48.484848 40.158108 36.894595 43.421620
+49.494949 40.486961 37.207069 43.766852
+50.505051 40.486961 37.207069 43.766852
+51.515152 40.486961 37.207069 43.766852
+52.525253 40.646475 37.313625 43.979326
+53.535354 41.116771 37.483854 44.749689
+54.545455 41.116771 37.483854 44.749689
+55.555556 41.116771 37.483854 44.749689
+56.565657 41.273376 37.582072 44.964680
+57.575758 41.956445 38.480975 45.431915
+58.585859 41.956445 38.480975 45.431915
+59.595960 42.367521 39.801674 44.933369
+60.606061 43.172777 41.530137 44.815417
+61.616162 43.476105 41.561885 45.390325
+62.626263 43.476105 41.561885 45.390325
+63.636364 43.476105 41.561885 45.390325
+64.646465 43.754768 41.659358 45.850178
+65.656566 43.930049 41.709374 46.150723
+66.666667 43.952571 41.681241 46.223901
+67.676768 44.013384 41.770883 46.255885
+68.686869 44.315919 42.037800 46.594038
+69.696970 44.407907 42.173199 46.642615
+70.707071 44.559175 42.342195 46.776154
+71.717172 44.709270 42.443066 46.975473
+72.727273 45.158648 42.766966 47.550331
+73.737374 45.158648 42.766966 47.550331
+74.747475 45.158648 42.766966 47.550331
+75.757576 45.158648 42.766966 47.550331
+76.767677 45.886863 43.545217 48.228509
+77.777778 45.886863 43.545217 48.228509
+78.787879 45.886863 43.545217 48.228509
+79.797980 46.035203 43.630539 48.439867
+80.808081 46.183543 43.732260 48.634826
+81.818182 46.183543 43.732260 48.634826
+82.828283 46.183543 43.732260 48.634826
+83.838384 46.345009 43.778717 48.911301
+84.848485 46.330957 43.777148 48.884767
+85.858586 46.330957 43.777148 48.884767
+86.868687 46.632512 44.385477 48.879547
+87.878788 47.117364 44.562034 49.672694
+88.888889 47.219948 44.599940 49.839957
+89.898990 47.969975 46.832478 49.107472
+90.909091 49.287209 48.586972 49.987446
+91.919192 49.433313 48.976134 49.890493
+92.929293 49.433313 48.976134 49.890493
+93.939394 49.433313 48.976134 49.890493
+94.949495 49.578507 49.121323 50.035691
+95.959596 49.868894 49.868880 49.868908
+96.969697 39.913185 14.317044 65.509326
+97.979798 39.913185 14.317044 65.509326
+98.989899 39.913185 14.317044 65.509326
+100.000000 0.090330 0.090329 0.090330
diff --git a/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/disk.gnuplot b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..e87659f
--- /dev/null
+++ b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pic/XL/graph500-27/max_mem_30G_workers_16/disk.png'
+set title "pic / graph500-27 (XL) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pic/XL/graph500-27/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/disk.png b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..86dd3a3
Binary files /dev/null and b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/rss.dat b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..8192b66
--- /dev/null
+++ b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 2.580001 0.000000 9.211100
+1.010101 11.388012 4.064588 18.711437
+2.020202 12.075886 4.158834 19.992937
+3.030303 13.762139 4.875504 22.648774
+4.040404 16.418353 14.253793 18.582913
+5.050505 17.476458 16.280744 18.672172
+6.060606 17.148709 16.310948 17.986470
+7.070707 17.184765 16.386406 17.983124
+8.080808 17.173036 16.402446 17.943627
+9.090909 17.156664 16.416791 17.896537
+10.101010 17.131584 16.432549 17.830618
+11.111111 17.157734 16.422103 17.893365
+12.121212 17.156959 16.421843 17.892076
+13.131313 17.144234 16.422306 17.866162
+14.141414 17.121436 16.313776 17.929096
+15.151515 17.101708 16.319624 17.883793
+16.161616 14.443206 11.897549 16.988863
+17.171717 9.988159 7.161226 12.815092
+18.181818 9.952505 7.146207 12.758803
+19.191919 9.094526 4.464008 13.725044
+20.202020 10.092562 8.368207 11.816916
+21.212121 10.082348 8.367213 11.797483
+22.222222 11.168034 8.755530 13.580538
+23.232323 12.646505 11.565842 13.727168
+24.242424 11.315481 8.281403 14.349559
+25.252525 12.940378 8.870543 17.010213
+26.262626 13.605585 9.081080 18.130090
+27.272727 12.778749 8.857890 16.699608
+28.282828 11.631523 8.403578 14.859467
+29.292929 13.302257 8.853614 17.750900
+30.303030 12.450224 8.564465 16.335984
+31.313131 12.405872 8.697907 16.113836
+32.323232 11.473996 8.337015 14.610977
+33.333333 12.871772 8.874807 16.868736
+34.343434 13.351861 8.967360 17.736363
+35.353535 11.812539 8.307973 15.317105
+36.363636 10.904483 8.164928 13.644038
+37.373737 12.675205 8.688671 16.661738
+38.383838 13.059653 8.703383 17.415923
+39.393939 11.044690 8.228170 13.861209
+40.404040 11.080273 7.994871 14.165675
+41.414141 12.564942 9.689493 15.440391
+42.424242 14.405893 12.521343 16.290443
+43.434343 10.942359 8.037739 13.846979
+44.444444 10.755987 7.954074 13.557900
+45.454545 12.044185 8.398579 15.689790
+46.464646 13.057739 8.826641 17.288837
+47.474747 10.628515 7.926833 13.330197
+48.484848 11.869927 8.326946 15.412907
+49.494949 12.377186 8.446589 16.307782
+50.505051 12.539033 8.476985 16.601081
+51.515152 10.593607 7.913432 13.273781
+52.525253 12.257611 8.473936 16.041287
+53.535354 12.709342 8.616285 16.802399
+54.545455 12.688970 8.619662 16.758279
+55.555556 10.874249 7.943734 13.804764
+56.565657 12.129051 9.625409 14.632694
+57.575758 13.663684 11.957598 15.369770
+58.585859 12.377098 11.748071 13.006126
+59.595960 11.534759 9.567691 13.501827
+60.606061 13.255213 11.601833 14.908593
+61.616162 13.795455 11.821791 15.769119
+62.626263 12.687923 11.036277 14.339569
+63.636364 11.371648 10.880045 11.863250
+64.646465 12.575913 11.092243 14.059583
+65.656566 13.214192 11.096097 15.332286
+66.666667 10.757002 8.392434 13.121570
+67.676768 11.862197 8.780782 14.943613
+68.686869 12.332035 8.961072 15.702997
+69.696970 12.686954 9.098967 16.274941
+70.707071 10.960295 8.230755 13.689836
+71.717172 11.818007 8.761266 14.874749
+72.727273 12.635796 9.086766 16.184826
+73.737374 12.328521 8.914536 15.742505
+74.747475 10.956078 8.225974 13.686183
+75.757576 12.173622 10.015221 14.332023
+76.767677 13.642610 11.769652 15.515568
+77.777778 13.004488 11.127233 14.881743
+78.787879 12.767786 10.745846 14.789727
+79.797980 13.327229 11.522148 15.132309
+80.808081 13.615328 11.763287 15.467369
+81.818182 13.165493 11.256878 15.074108
+82.828283 13.057773 11.035212 15.080335
+83.838384 13.379713 11.591787 15.167639
+84.848485 12.855878 9.060115 16.651640
+85.858586 11.514946 9.908051 13.121842
+86.868687 12.310841 11.428627 13.193054
+87.878788 13.430230 11.855649 15.004811
+88.888889 12.892739 9.220094 16.565385
+89.898990 11.451539 9.648236 13.254843
+90.909091 12.785588 11.453967 14.117208
+91.919192 13.309504 11.844686 14.774323
+92.929293 13.324679 11.848691 14.800667
+93.939394 12.550529 11.064398 14.036660
+94.949495 13.058512 11.692099 14.424924
+95.959596 12.937933 9.553696 16.322171
+96.969697 9.959025 3.556227 16.361822
+97.979798 9.223815 3.283758 15.163871
+98.989899 10.228653 3.624295 16.833012
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/rss.gnuplot b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..7493712
--- /dev/null
+++ b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pic/XL/graph500-27/max_mem_30G_workers_16/rss.png'
+set title "pic / graph500-27 (XL) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pic/XL/graph500-27/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/rss.png b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..a5d7a1b
Binary files /dev/null and b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..1d3d98f
--- /dev/null
+++ b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+1879.35691 2.0921321e-05
+1879.46462 2.91940865e-05
+1879.57232 4.04503949e-05
+1879.68003 5.56509687e-05
+1879.78773 7.60229607e-05
+1879.89544 0.000103119053
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+1880.32626 0.000325189375
+1880.43397 0.000425736539
+1880.54167 0.000553436234
+1880.64938 0.000714358706
+1880.75708 0.000915560784
+1880.86479 0.00116514536
+1880.97249 0.00147229598
+1881.0802 0.00184727788
+1881.1879 0.00230139635
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+1881.40331 0.00349684245
+1881.51102 0.004264828
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+1882.37266 0.0161770867
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+1883.34201 0.0421515615
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+1889.05038 0.000104198777
+1889.15809 7.69836465e-05
+1889.26579 5.65912633e-05
+1889.3735 4.14811785e-05
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+1889.69661 1.71686269e-05
+1889.80432 1.37422572e-05
+1889.91202 1.19771074e-05
+1890.01973 1.17066367e-05
+1890.12743 1.29064241e-05
+1890.23514 1.5692957e-05
+1890.34284 2.03311159e-05
+1890.45055 2.72505269e-05
+1890.55825 3.70710785e-05
+1890.66596 5.06379888e-05
+1890.77366 6.90668499e-05
+1890.88137 9.37990323e-05
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+1897.98991 0.112840486
+1898.09762 0.107228661
+1898.20532 0.101454916
+1898.31303 0.095594876
+1898.42073 0.0897257951
+1898.52844 0.0839250344
+1898.63614 0.0782685269
+1898.74385 0.0728292627
+1898.85155 0.0676758386
+1898.95926 0.0628711098
+1899.06696 0.058470972
+1899.17467 0.0545232983
+1899.28237 0.0510670494
+1899.39008 0.0481315665
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+1899.60549 0.0438892741
+1899.71319 0.0425893935
+1899.8209 0.0418240861
+1899.9286 0.0415707873
+1900.03631 0.0417971593
+1900.14401 0.0424617479
+1900.25172 0.0435148264
+1900.35943 0.0448994238
+1900.46713 0.0465525259
+1900.57484 0.048406435
+1900.68254 0.0503902676
+1900.79025 0.0524315613
+1900.89795 0.0544579567
+1901.00566 0.0563989111
+1901.11336 0.0581873962
+1901.22107 0.0597615268
+1901.32877 0.061066066
+1901.43648 0.062053753
+1901.54418 0.0626864021
+1901.65189 0.0629357311
+1901.75959 0.0627838835
+1901.8673 0.0622236236
+1901.975 0.0612581965
+1902.08271 0.0599008589
+1902.19041 0.0581741029
+1902.29812 0.0561086066
+1902.40582 0.0537419609
+1902.51353 0.0511172251
+1902.62123 0.0482813779
+1902.72894 0.0452837253
+1902.83664 0.0421743321
+1902.94435 0.0390025363
+1903.05205 0.0358155989
+1903.15976 0.032657533
+1903.26747 0.029568144
+1903.37517 0.0265823
+1903.48288 0.0237294418
+1903.59058 0.0210333255
+1903.69829 0.018511987
+1903.80599 0.0161779022
+1903.9137 0.0140383151
+1904.0214 0.0120957006
+1904.12911 0.0103483249
+1904.23681 0.00879087015
+1904.34452 0.00741508771
+1904.45222 0.0062104521
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+1906.0678 0.000185734913
+1906.17551 0.000138884958
+1906.28321 0.000103119066
+1906.39092 7.60229677e-05
+1906.49862 5.56509727e-05
+1906.60633 4.04503971e-05
+1906.71403 2.91940877e-05
+1906.82174 2.09213217e-05
diff --git a/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..44ba520
--- /dev/null
+++ b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pic/XL/graph500-27/max_mem_30G_workers_16/wall_time.png'
+set title "pic / graph500-27 (XL) — max_mem_30G workers_16\nmedian=1896.833s  mean=1895.249s  std=6.452s  min=1884.474s  max=1901.704s  p90=1900.115s  p95=1900.910s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.191674]
+set xrange [1879.356914:1906.821736]
+set grid y
+set key top right
+set arrow from 1896.832775,0 to 1896.832775,0.191674 nohead lc rgb 'red' lw 2
+set label 'median 1896.833s' at 1896.832775,0.191674 offset char 0,1 tc rgb 'red'
+set arrow from 1900.115060,0 to 1900.115060,0.191674 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 1900.115s' at 1900.115060,0.191674 offset char 0,1 tc rgb 'orange'
+set arrow from 1900.909632,0 to 1900.909632,0.191674 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 1900.910s' at 1900.909632,0.191674 offset char 0,1 tc rgb 'orange'
+set arrow from 1901.704204,0 to 1901.704204,0.00589766 nohead lc rgb '#666666' lw 1
+set arrow from 1884.474447,0 to 1884.474447,0.00589766 nohead lc rgb '#666666' lw 1
+set arrow from 1897.731346,0 to 1897.731346,0.00589766 nohead lc rgb '#666666' lw 1
+set arrow from 1895.499862,0 to 1895.499862,0.00589766 nohead lc rgb '#666666' lw 1
+set arrow from 1896.832775,0 to 1896.832775,0.00589766 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/pic/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/pic/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/wall_time.png b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..ddc1849
Binary files /dev/null and b/benches/results/pic/XL/graph500-27/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..f23996c
--- /dev/null
+++ b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5354 @@
+{
+  "algorithm": "pic",
+  "dataset": "cit-Patents",
+  "size_class": "XS",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/pic_cit-Patents",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
+      "--k",
+      "2",
+      "--max-iter",
+      "20"
+    ]
+  },
+  "graph": {
+    "vertices": 3000000,
+    "edges": 16000000,
+    "nodes_str": "3M",
+    "edges_str": "16M"
+  },
+  "warmup": {
+    "wall_time_s": 17.762923123998917,
+    "sampling_interval_s": 0.05920974374666305
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
+      "index": 0,
+      "wall_time_s": 17.581042018005974,
+      "peak_rss_kb": 1909524,
+      "peak_disk_bytes": 1910691840.0,
+      "returncode": 0,
+      "n_samples": 286
+    },
+    {
+      "index": 1,
+      "wall_time_s": 17.482023807999212,
+      "peak_rss_kb": 1920880,
+      "peak_disk_bytes": 1912787968.0,
+      "returncode": 0,
+      "n_samples": 282
+    },
+    {
+      "index": 2,
+      "wall_time_s": 17.39998901000945,
+      "peak_rss_kb": 1981008,
+      "peak_disk_bytes": 1910690816.0,
+      "returncode": 0,
+      "n_samples": 277
+    },
+    {
+      "index": 3,
+      "wall_time_s": 17.437317725998582,
+      "peak_rss_kb": 1847420,
+      "peak_disk_bytes": 1910691840.0,
+      "returncode": 0,
+      "n_samples": 274
+    },
+    {
+      "index": 4,
+      "wall_time_s": 17.723279663012363,
+      "peak_rss_kb": 1931616,
+      "peak_disk_bytes": 1987425280.0,
+      "returncode": 0,
+      "n_samples": 275
+    }
+  ],
+  "stats": {
+    "wall_time_s": {
+      "n": 5,
+      "median": 17.482023807999212,
+      "mean": 17.524730445005115,
+      "std": 0.13001735568604647,
+      "min": 17.39998901000945,
+      "max": 17.723279663012363,
+      "p90": 17.666384605009807,
+      "p95": 17.694832134011087
+    },
+    "peak_rss_kb": {
+      "n": 5,
+      "median": 1920880.0,
+      "mean": 1918089.6,
+      "std": 48002.699807406665,
+      "min": 1847420,
+      "max": 1981008,
+      "p90": 1961251.2000000002,
+      "p95": 1971129.6
+    },
+    "peak_disk_bytes": {
+      "n": 5,
+      "median": 1910691840.0,
+      "mean": 1926457548.8,
+      "std": 34094085.6236187,
+      "min": 1910690816.0,
+      "max": 1987425280.0,
+      "p90": 1957570355.2,
+      "p95": 1972497817.6000001
+    },
+    "medges_per_sec": 0.9152258443143702
+  },
+  "series": {
+    "alignment": "dtw",
+    "ref_run": 1,
+    "band_frac": 0.25,
+    "grid_size": 100,
+    "rss_bands_gib": [
+      [
+        0.002474212646484375,
+        0.0013143619567869422,
+        0.003634063336181808
+      ],
+      [
+        0.822971251699949,
+        0.8093814719561337,
+        0.8365610314437643
+      ],
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diff --git a/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/disk.dat b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..16f7e98
--- /dev/null
+++ b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
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+98.989899 0.018370 0.018345 0.018394
+100.000000 0.018769 0.018768 0.018769
diff --git a/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..2462c89
--- /dev/null
+++ b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pic/XS/cit-Patents/max_mem_30G_workers_16/disk.png'
+set title "pic / cit-Patents (XS) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pic/XS/cit-Patents/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/disk.png b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..9c725cb
Binary files /dev/null and b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/rss.dat b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..4bab056
--- /dev/null
+++ b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.002474 0.001314 0.003634
+1.010101 0.822971 0.809381 0.836561
+2.020202 0.999323 0.984147 1.014498
+3.030303 1.102719 1.096744 1.108693
+4.040404 1.576477 1.557514 1.595440
+5.050505 1.609842 1.581612 1.638071
+6.060606 1.621851 1.594661 1.649041
+7.070707 1.647020 1.608913 1.685128
+8.080808 1.689221 1.623412 1.755031
+9.090909 1.715881 1.663783 1.767980
+10.101010 1.720410 1.668486 1.772334
+11.111111 1.725180 1.675075 1.775284
+12.121212 1.736783 1.679651 1.793915
+13.131313 1.742311 1.686088 1.798534
+14.141414 1.742600 1.686376 1.798824
+15.151515 1.743106 1.687590 1.798622
+16.161616 1.744645 1.689983 1.799306
+17.171717 1.746722 1.692766 1.800679
+18.181818 1.749622 1.697691 1.801554
+19.191919 1.754608 1.701808 1.807408
+20.202020 1.762114 1.704294 1.819935
+21.212121 1.764734 1.710547 1.818920
+22.222222 1.768224 1.713351 1.823096
+23.232323 1.770090 1.715976 1.824204
+24.242424 1.771811 1.716165 1.827456
+25.252525 1.772728 1.717778 1.827678
+26.262626 1.774530 1.723105 1.825955
+27.272727 1.774795 1.723406 1.826184
+28.282828 1.774846 1.723447 1.826244
+29.292929 1.774849 1.723450 1.826249
+30.303030 1.774986 1.723562 1.826410
+31.313131 1.775041 1.723605 1.826477
+32.323232 1.775043 1.723607 1.826479
+33.333333 1.777206 1.721456 1.832955
+34.343434 1.779195 1.723004 1.835385
+35.353535 1.779614 1.723567 1.835661
+36.363636 1.781084 1.724763 1.837406
+37.373737 1.781657 1.725895 1.837419
+38.383838 1.782810 1.727641 1.837980
+39.393939 1.784288 1.729173 1.839404
+40.404040 1.785857 1.731038 1.840677
+41.414141 1.785962 1.730939 1.840986
+42.424242 1.786781 1.731273 1.842288
+43.434343 1.786997 1.731449 1.842546
+44.444444 1.787088 1.731364 1.842812
+45.454545 1.787088 1.731364 1.842812
+46.464646 1.788912 1.732885 1.844940
+47.474747 1.789209 1.733164 1.845253
+48.484848 1.789762 1.733784 1.845741
+49.494949 1.789790 1.733769 1.845811
+50.505051 1.791146 1.737909 1.844382
+51.515152 1.792139 1.737017 1.847261
+52.525253 1.792153 1.737031 1.847275
+53.535354 1.792237 1.737141 1.847333
+54.545455 1.792927 1.737691 1.848164
+55.555556 1.793209 1.737939 1.848480
+56.565657 1.793850 1.738487 1.849213
+57.575758 1.796021 1.740588 1.851455
+58.585859 1.797422 1.743592 1.851252
+59.595960 1.799360 1.743913 1.854806
+60.606061 1.799525 1.743825 1.855225
+61.616162 1.799589 1.743881 1.855297
+62.626263 1.799589 1.743881 1.855297
+63.636364 1.799640 1.743924 1.855357
+64.646465 1.799643 1.743921 1.855365
+65.656566 1.799666 1.743951 1.855381
+66.666667 1.799765 1.743857 1.855673
+67.676768 1.799891 1.743848 1.855934
+68.686869 1.800496 1.744315 1.856677
+69.696970 1.800523 1.744310 1.856736
+70.707071 1.801051 1.745708 1.856394
+71.717172 1.801378 1.745421 1.857336
+72.727273 1.801598 1.746086 1.857110
+73.737374 1.801600 1.746087 1.857112
+74.747475 1.802868 1.746930 1.858806
+75.757576 1.803564 1.747447 1.859681
+76.767677 1.803610 1.747410 1.859810
+77.777778 1.804947 1.749102 1.860792
+78.787879 1.806495 1.751550 1.861439
+79.797980 1.806505 1.751565 1.861445
+80.808081 1.806699 1.751731 1.861667
+81.818182 1.806707 1.751754 1.861660
+82.828283 1.807380 1.752398 1.862362
+83.838384 1.807718 1.752629 1.862806
+84.848485 1.807862 1.752898 1.862826
+85.858586 1.810518 1.751683 1.869353
+86.868687 1.809393 1.753728 1.865057
+87.878788 1.809849 1.753861 1.865836
+88.888889 1.812176 1.755660 1.868691
+89.898990 1.810947 1.754782 1.867112
+90.909091 1.811099 1.754895 1.867303
+91.919192 1.811128 1.754918 1.867339
+92.929293 1.811236 1.755003 1.867469
+93.939394 1.811238 1.755005 1.867472
+94.949495 1.812259 1.756270 1.868248
+95.959596 1.815213 1.762454 1.867973
+96.969697 1.815447 1.762859 1.868036
+97.979798 1.817601 1.765242 1.869959
+98.989899 1.829104 1.776659 1.881550
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..50ca3e4
--- /dev/null
+++ b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pic/XS/cit-Patents/max_mem_30G_workers_16/rss.png'
+set title "pic / cit-Patents (XS) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/pic/XS/cit-Patents/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/rss.png b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..a203853
Binary files /dev/null and b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..d6b0523
--- /dev/null
+++ b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+17.0703814 0.000376399679
+17.0742344 0.00045476351
+17.0780873 0.000548280613
+17.0819403 0.000659632085
+17.0857933 0.000791923007
+17.0896462 0.000948739926
+17.0934992 0.00113421441
+17.0973521 0.00135309305
+17.1012051 0.00161081425
+17.1050581 0.001913592
+17.108911 0.002268507
+17.112764 0.0026836052
+17.116617 0.0031680038
+17.1204699 0.00373200487
+17.1243229 0.00438721617
+17.1281759 0.00514667919
+17.1320288 0.00602500379
+17.1358818 0.00703850888
+17.1397348 0.00820536845
+17.1435877 0.00954576179
+17.1474407 0.0110820268
+17.1512936 0.012838815
+17.1551466 0.0148432463
+17.1589996 0.0171250618
+17.1628525 0.0197167719
+17.1667055 0.0226537986
+17.1705585 0.0259746069
+17.1744114 0.0297208244
+17.1782644 0.033937345
+17.1821174 0.0386724129
+17.1859703 0.0439776838
+17.1898233 0.049908259
+17.1936763 0.0565226889
+17.1975292 0.0638829415
+17.2013822 0.0720543322
+17.2052351 0.0811054108
+17.2090881 0.0911078015
+17.2129411 0.102135994
+17.216794 0.114267078
+17.220647 0.127580428
+17.2245 0.142157322
+17.2283529 0.158080502
+17.2322059 0.175433678
+17.2360589 0.194300963
+17.2399118 0.214766251
+17.2437648 0.236912535
+17.2476178 0.260821163
+17.2514707 0.286571047
+17.2553237 0.314237818
+17.2591766 0.343892941
+17.2630296 0.375602784
+17.2668826 0.409427676
+17.2707355 0.445420926
+17.2745885 0.483627845
+17.2784415 0.524084767
+17.2822944 0.566818081
+17.2861474 0.611843291
+17.2900004 0.659164119
+17.2938533 0.708771653
+17.2977063 0.76064357
+17.3015593 0.814743438
+17.3054122 0.871020106
+17.3092652 0.929407216
+17.3131181 0.98982282
+17.3169711 1.05216914
+17.3208241 1.11633246
+17.324677 1.18218318
+17.32853 1.24957603
+17.332383 1.31835042
+17.3362359 1.38833102
+17.3400889 1.45932842
+17.3439419 1.53114005
+17.3477948 1.60355118
+17.3516478 1.67633618
+17.3555007 1.74925979
+17.3593537 1.82207869
+17.3632067 1.89454307
+17.3670596 1.96639839
+17.3709126 2.03738716
+17.3747656 2.1072509
+17.3786185 2.17573205
+17.3824715 2.24257597
+17.3863245 2.30753296
+17.3901774 2.3703602
+17.3940304 2.43082374
+17.3978834 2.48870036
+17.4017363 2.54377935
+17.4055893 2.59586427
+17.4094422 2.64477442
+17.4132952 2.69034634
+17.4171482 2.73243499
+17.4210011 2.77091486
+17.4248541 2.80568081
+17.4287071 2.83664875
+17.43256 2.8637561
+17.436413 2.886962
+17.440266 2.90624735
+17.4441189 2.9216146
+17.4479719 2.93308734
+17.4518249 2.9407097
+17.4556778 2.94454554
+17.4595308 2.94467749
+17.4633837 2.94120576
+17.4672367 2.93424694
+17.4710897 2.92393254
+17.4749426 2.91040751
+17.4787956 2.89382864
+17.4826486 2.87436299
+17.4865015 2.85218616
+17.4903545 2.82748067
+17.4942075 2.80043427
+17.4980604 2.77123836
+17.5019134 2.74008642
+17.5057664 2.7071725
+17.5096193 2.67268986
+17.5134723 2.63682965
+17.5173252 2.59977975
+17.5211782 2.56172367
+17.5250312 2.52283966
+17.5288841 2.4832999
+17.5327371 2.44326979
+17.5365901 2.4029074
+17.540443 2.36236308
+17.544296 2.32177908
+17.548149 2.28128935
+17.5520019 2.24101941
+17.5558549 2.2010863
+17.5597079 2.16159856
+17.5635608 2.12265633
+17.5674138 2.08435144
+17.5712667 2.04676752
+17.5751197 2.00998016
+17.5789727 1.97405703
+17.5828256 1.93905806
+17.5866786 1.9050355
+17.5905316 1.87203408
+17.5943845 1.84009103
+17.5982375 1.80923618
+17.6020905 1.77949195
+17.6059434 1.75087336
+17.6097964 1.72338801
+17.6136494 1.69703606
+17.6175023 1.67181017
+17.6213553 1.64769548
+17.6252082 1.62466959
+17.6290612 1.60270256
+17.6329142 1.58175696
+17.6367671 1.56178795
+17.6406201 1.5427434
+17.6444731 1.52456413
+17.648326 1.50718418
+17.652179 1.49053115
+17.656032 1.47452666
+17.6598849 1.45908687
+17.6637379 1.44412313
+17.6675909 1.42954262
+17.6714438 1.41524921
+17.6752968 1.40114424
+17.6791497 1.38712752
+17.6830027 1.37309826
+17.6868557 1.35895614
+17.6907086 1.34460231
+17.6945616 1.32994054
+17.6984146 1.31487818
+17.7022675 1.29932734
+17.7061205 1.28320578
+17.7099735 1.26643797
+17.7138264 1.24895593
+17.7176794 1.23070005
+17.7215324 1.21161984
+17.7253853 1.19167447
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+17.7485031 1.05286521
+17.7523561 1.02660422
+17.756209 0.99953097
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+17.763915 0.943165299
+17.7677679 0.91400231
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+17.7831798 0.792639148
+17.7870327 0.761560974
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+17.7947387 0.699177158
+17.7985916 0.668063465
+17.8024446 0.637128543
+17.8062976 0.606464932
+17.8101505 0.576162163
+17.8140035 0.546305957
+17.8178565 0.516977503
+17.8217094 0.488252818
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+17.8294154 0.432889806
+17.8332683 0.406373237
+17.8371213 0.380703338
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+17.8448272 0.33207211
+17.8486802 0.309177523
+17.8525331 0.287263193
+17.8563861 0.266345322
+17.8602391 0.246433593
+17.864092 0.227531468
+17.867945 0.20963653
+17.871798 0.192740866
+17.8756509 0.176831495
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+17.8833569 0.147897054
+17.8872098 0.134824776
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+17.8987687 0.100837201
+17.9026217 0.0911394473
+17.9064746 0.082197279
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+17.9141806 0.0664280225
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+17.9295924 0.0422745545
+17.9334454 0.0375543545
+17.9372983 0.0332889344
+17.9411513 0.0294440268
+17.9450043 0.0259867324
+17.9488572 0.0228856255
+17.9527102 0.0201108332
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+17.9604161 0.0154287727
+17.9642691 0.0134699084
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+17.9950928 0.00420312526
+17.9989458 0.00359821695
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+18.0336225 0.000805503852
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+18.0451813 0.00047024472
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+18.0528873 0.000324901058
diff --git a/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..292390b
--- /dev/null
+++ b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/pic/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png'
+set title "pic / cit-Patents (XS) — max_mem_30G workers_16\nmedian=17.482s  mean=17.525s  std=0.130s  min=17.400s  max=17.723s  p90=17.666s  p95=17.695s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:3.82808]
+set xrange [17.070381:18.052887]
+set grid y
+set key top right
+set arrow from 17.482024,0 to 17.482024,3.82808 nohead lc rgb 'red' lw 2
+set label 'median 17.482s' at 17.482024,3.82808 offset char 0,1 tc rgb 'red'
+set arrow from 17.666385,0 to 17.666385,3.82808 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 17.666s' at 17.666385,3.82808 offset char 0,1 tc rgb 'orange'
+set arrow from 17.694832,0 to 17.694832,3.82808 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 17.695s' at 17.694832,3.82808 offset char 0,1 tc rgb 'orange'
+set arrow from 17.581042,0 to 17.581042,0.117787 nohead lc rgb '#666666' lw 1
+set arrow from 17.482024,0 to 17.482024,0.117787 nohead lc rgb '#666666' lw 1
+set arrow from 17.399989,0 to 17.399989,0.117787 nohead lc rgb '#666666' lw 1
+set arrow from 17.437318,0 to 17.437318,0.117787 nohead lc rgb '#666666' lw 1
+set arrow from 17.723280,0 to 17.723280,0.117787 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/pic/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/pic/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..ea284ba
Binary files /dev/null and b/benches/results/pic/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/benchmark.json b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..c6a7fb6
--- /dev/null
+++ b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,12912 @@
+{
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+}
\ No newline at end of file
diff --git a/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/disk.dat b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..d8242aa
--- /dev/null
+++ b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 3.416914 3.235819 3.598010
+2.020202 7.257612 6.891538 7.623687
+3.030303 9.833954 9.617571 10.050337
+4.040404 12.116352 11.946273 12.286431
+5.050505 13.443836 12.077988 14.809684
+6.060606 15.129509 13.161947 17.097071
+7.070707 16.240157 12.958546 19.521768
+8.080808 18.767157 15.886077 21.648237
+9.090909 19.755290 15.534489 23.976090
+10.101010 29.372526 24.949906 33.795146
+11.111111 40.784983 30.194187 51.375780
+12.121212 46.076596 32.607223 59.545970
+13.131313 49.300073 36.717439 61.882708
+14.141414 51.132599 39.416765 62.848433
+15.151515 51.605388 40.665611 62.545166
+16.161616 52.149681 41.996019 62.303344
+17.171717 52.578969 42.946666 62.211272
+18.181818 53.146288 44.042107 62.250469
+19.191919 53.654357 44.843231 62.465483
+20.202020 54.128102 45.420922 62.835282
+21.212121 54.709175 45.898219 63.520131
+22.222222 57.170908 53.232484 61.109333
+23.232323 61.710545 61.079991 62.341098
+24.242424 64.592133 64.468006 64.716260
+25.252525 67.130482 66.972868 67.288096
+26.262626 69.584258 69.484539 69.683976
+27.272727 72.075987 71.941851 72.210124
+28.282828 74.596598 74.457263 74.735934
+29.292929 77.131708 76.982441 77.280975
+30.303030 79.681980 79.538373 79.825587
+31.313131 80.700473 79.148244 82.252702
+32.323232 81.210203 78.610752 83.809654
+33.333333 81.720703 77.905716 85.535691
+34.343434 83.505325 79.121275 87.889374
+35.353535 86.905395 85.441578 88.369212
+36.363636 79.565690 64.633913 94.497467
+37.373737 53.987123 40.325323 67.648923
+38.383838 44.276611 28.837089 59.716134
+39.393939 34.078436 33.611596 34.545275
+40.404040 34.356826 34.356814 34.356838
+41.414141 34.356826 34.356814 34.356838
+42.424242 34.356826 34.356814 34.356838
+43.434343 34.546501 34.217987 34.875016
+44.444444 34.439961 34.171430 34.708492
+45.454545 34.439961 34.171430 34.708492
+46.464646 34.334245 34.319726 34.348764
+47.474747 34.328599 34.328587 34.328612
+48.484848 34.329152 34.328219 34.330085
+49.494949 34.337007 34.336995 34.337019
+50.505051 34.337007 34.336995 34.337019
+51.515152 34.337007 34.336995 34.337019
+52.525253 34.355535 34.307904 34.403166
+53.535354 34.415678 34.316296 34.515060
+54.545455 34.726749 34.197489 35.256009
+55.555556 34.392151 34.392138 34.392164
+56.565657 34.392151 34.392138 34.392164
+57.575758 34.392151 34.392138 34.392164
+58.585859 34.392151 34.392138 34.392164
+59.595960 34.392151 34.392138 34.392164
+60.606061 34.448295 34.303957 34.592633
+61.616162 34.394200 34.388939 34.399461
+62.626263 34.508411 34.235852 34.780970
+63.636364 34.402398 34.402385 34.402410
+64.646465 34.402398 34.402385 34.402410
+65.656566 34.402398 34.402385 34.402410
+66.666667 34.401204 34.399948 34.402460
+67.676768 34.396954 34.388080 34.405827
+68.686869 34.386589 34.377715 34.395464
+69.696970 34.386589 34.377715 34.395464
+70.707071 34.386589 34.377715 34.395464
+71.717172 34.416044 34.322764 34.509324
+72.727273 34.372620 34.365869 34.379370
+73.737374 34.372620 34.365869 34.379370
+74.747475 34.372620 34.365869 34.379370
+75.757576 34.372620 34.365869 34.379370
+76.767677 34.372620 34.365869 34.379370
+77.777778 34.369991 34.369979 34.370003
+78.787879 34.369991 34.369979 34.370003
+79.797980 34.369991 34.369979 34.370003
+80.808081 34.369991 34.369979 34.370003
+81.818182 34.369991 34.369979 34.370003
+82.828283 34.370822 34.369953 34.371690
+83.838384 34.371099 34.370391 34.371806
+84.848485 34.371099 34.370391 34.371806
+85.858586 34.371099 34.370391 34.371806
+86.868687 34.371099 34.370391 34.371806
+87.878788 34.371111 34.370395 34.371826
+88.888889 34.373151 34.372019 34.374284
+89.898990 34.380119 34.363219 34.397019
+90.909091 34.373540 34.373492 34.373587
+91.919192 34.373540 34.373492 34.373587
+92.929293 34.373540 34.373492 34.373587
+93.939394 34.373503 34.373491 34.373516
+94.949495 34.373503 34.373491 34.373516
+95.959596 34.373503 34.373491 34.373516
+96.969697 34.373503 34.373491 34.373516
+97.979798 34.373503 34.373491 34.373516
+98.989899 34.737533 34.378881 35.096186
+100.000000 0.168610 0.168610 0.168610
diff --git a/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/disk.gnuplot b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..4ddecbc
--- /dev/null
+++ b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/2XL/graph500-28/max_mem_30G_workers_16/disk.png'
+set title "sp / graph500-28 (2XL) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/sp/2XL/graph500-28/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/disk.png b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..996b58d
Binary files /dev/null and b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/rss.dat b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..b32d663
--- /dev/null
+++ b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000214 0.000000 0.000435
+1.010101 12.338236 12.242245 12.434227
+2.020202 13.673078 13.384267 13.961888
+3.030303 14.436910 14.008543 14.865276
+4.040404 14.418438 14.003488 14.833388
+5.050505 14.456357 14.016755 14.895958
+6.060606 14.581391 14.257077 14.905704
+7.070707 15.394307 14.018994 16.769619
+8.080808 17.132784 16.297135 17.968432
+9.090909 17.132661 16.270158 17.995165
+10.101010 16.907008 16.231378 17.582638
+11.111111 16.347397 15.764200 16.930595
+12.121212 16.371023 15.773603 16.968442
+13.131313 16.289722 15.562234 17.017210
+14.141414 16.278611 15.535690 17.021531
+15.151515 16.293331 15.582937 17.003725
+16.161616 16.289073 15.569324 17.008822
+17.171717 16.289367 15.570264 17.008469
+18.181818 16.288055 15.566061 17.010048
+19.191919 16.283158 15.550340 17.015976
+20.202020 16.300485 15.605704 16.995266
+21.212121 16.302924 15.613433 16.992414
+22.222222 16.262498 15.532396 16.992600
+23.232323 16.269363 15.579443 16.959283
+24.242424 16.060256 15.417047 16.703466
+25.252525 14.964584 12.901684 17.027484
+26.262626 10.611518 8.344611 12.878424
+27.272727 4.300898 3.412226 5.189570
+28.282828 3.993013 3.788092 4.197933
+29.292929 4.135592 3.986065 4.285119
+30.303030 4.169475 4.018504 4.320446
+31.313131 4.190719 4.023895 4.357543
+32.323232 4.208760 4.045955 4.371566
+33.333333 4.226137 4.054970 4.397304
+34.343434 4.273222 4.150300 4.396144
+35.353535 4.328208 4.126783 4.529633
+36.363636 4.451326 4.145457 4.757195
+37.373737 4.528579 4.200240 4.856919
+38.383838 4.989677 3.894267 6.085087
+39.393939 6.238170 5.295211 7.181129
+40.404040 6.799962 6.568490 7.031434
+41.414141 6.374881 5.891205 6.858556
+42.424242 6.044395 5.536507 6.552283
+43.434343 7.202441 6.820071 7.584810
+44.444444 7.204019 6.821586 7.586452
+45.454545 7.203361 6.820960 7.585763
+46.464646 6.768716 5.780098 7.757335
+47.474747 6.253896 5.438538 7.069255
+48.484848 6.050062 5.715096 6.385028
+49.494949 7.395619 6.962363 7.828875
+50.505051 7.847098 7.347547 8.346649
+51.515152 8.491371 8.114672 8.868070
+52.525253 8.141736 7.814277 8.469195
+53.535354 8.436734 7.814115 9.059354
+54.545455 9.154206 8.926150 9.382261
+55.555556 9.436161 9.095130 9.777192
+56.565657 9.453141 8.830169 10.076113
+57.575758 8.747784 7.511766 9.983802
+58.585859 10.299285 10.036502 10.562067
+59.595960 10.185154 9.907707 10.462601
+60.606061 10.439457 9.915050 10.963864
+61.616162 10.581520 9.710985 11.452054
+62.626263 12.002525 11.764775 12.240276
+63.636364 11.229249 9.230661 13.227836
+64.646465 8.466371 7.780520 9.152222
+65.656566 8.121990 7.858701 8.385279
+66.666667 8.868939 7.965558 9.772319
+67.676768 8.589490 7.726194 9.452786
+68.686869 8.452541 7.843723 9.061359
+69.696970 8.227909 8.035761 8.420058
+70.707071 8.226746 8.033490 8.420003
+71.717172 8.776946 8.019169 9.534724
+72.727273 9.832439 9.478628 10.186251
+73.737374 10.079865 9.533521 10.626208
+74.747475 9.334922 8.627334 10.042509
+75.757576 9.193789 8.368067 10.019512
+76.767677 9.210594 8.418386 10.002803
+77.777778 9.563914 8.970621 10.157206
+78.787879 9.573990 8.967080 10.180900
+79.797980 9.019335 8.430018 9.608652
+80.808081 8.647144 8.443713 8.850574
+81.818182 8.541238 8.319818 8.762657
+82.828283 9.113071 8.279514 9.946628
+83.838384 9.343466 8.682419 10.004513
+84.848485 9.341901 8.682645 10.001156
+85.858586 8.908225 8.334469 9.481981
+86.868687 8.906042 8.329322 9.482763
+87.878788 8.974990 8.470421 9.479559
+88.888889 9.290898 8.612051 9.969744
+89.898990 9.275365 8.951713 9.599017
+90.909091 9.118059 8.595007 9.641111
+91.919192 9.116147 8.587383 9.644912
+92.929293 9.117413 8.591200 9.643626
+93.939394 9.544209 9.265373 9.823044
+94.949495 9.543043 9.262604 9.823481
+95.959596 9.534964 9.271155 9.798773
+96.969697 8.492838 8.270982 8.714694
+97.979798 8.489099 8.265496 8.712702
+98.989899 9.574897 9.282630 9.867164
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/rss.gnuplot b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..c957ac3
--- /dev/null
+++ b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/2XL/graph500-28/max_mem_30G_workers_16/rss.png'
+set title "sp / graph500-28 (2XL) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/sp/2XL/graph500-28/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/rss.png b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..4ad666b
Binary files /dev/null and b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/wall_time.dat b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..8f43b24
--- /dev/null
+++ b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+780.974415 0.000119852449
+780.991178 0.000143280473
+781.007941 0.000170965422
+781.024704 0.000203615483
+781.041467 0.000242044156
+781.05823 0.000287183673
+781.074993 0.000340099727
+781.091756 0.000402007606
+781.108519 0.00047428977
+781.125282 0.000558514948
+781.142045 0.000656458773
+781.158808 0.00077012599
+781.175571 0.000901774247
+781.192334 0.00105393945
+781.209096 0.00122946263
+781.225859 0.00143151831
+781.242622 0.00166364419
+781.259385 0.00192977206
+781.276148 0.00223425982
+781.292911 0.00258192424
+781.309674 0.00297807441
+781.326437 0.00342854533
+781.3432 0.00393973147
+781.359963 0.00451861979
+781.376726 0.00517282171
+781.393489 0.00591060363
+781.410252 0.00674091522
+781.427015 0.00767341505
+781.443777 0.00871849263
+781.46054 0.00988728634
+781.477303 0.0111916963
+781.494066 0.0126443914
+781.510829 0.0142588098
+781.527592 0.0160491514
+781.544355 0.0180303626
+781.561118 0.020218111
+781.577881 0.0226287503
+781.594644 0.0252792744
+781.611407 0.0281872592
+781.62817 0.0313707922
+781.644933 0.0348483894
+781.661696 0.038638898
+781.678459 0.0427613859
+781.695221 0.0472350166
+781.711984 0.0520789101
+781.728747 0.0573119907
+781.74551 0.0629528198
+781.762273 0.0690194172
+781.779036 0.0755290698
+781.795799 0.0824981294
+781.812562 0.0899418012
+781.829325 0.0978739241
+781.846088 0.106306746
+781.862851 0.115250692
+781.879614 0.12471414
+781.896377 0.134703184
+781.91314 0.145221414
+781.929902 0.156269697
+781.946665 0.167845966
+781.963428 0.179945033
+781.980191 0.192558405
+781.996954 0.205674133
+782.013717 0.219276672
+782.03048 0.233346782
+782.047243 0.247861448
+782.064006 0.262793835
+782.080769 0.278113283
+782.097532 0.293785333
+782.114295 0.309771799
+782.131058 0.326030874
+782.147821 0.342517285
+782.164584 0.359182485
+782.181346 0.375974887
+782.198109 0.392840144
+782.214872 0.409721464
+782.231635 0.426559967
+782.248398 0.443295073
+782.265161 0.459864924
+782.281924 0.476206839
+782.298687 0.492257782
+782.31545 0.507954863
+782.332213 0.52323584
+782.348976 0.538039636
+782.365739 0.552306861
+782.382502 0.565980319
+782.399265 0.579005517
+782.416027 0.591331151
+782.43279 0.602909568
+782.449553 0.613697204
+782.466316 0.623654979
+782.483079 0.632748666
+782.499842 0.640949198
+782.516605 0.648232936
+782.533368 0.654581883
+782.550131 0.659983835
+782.566894 0.664432484
+782.583657 0.667927449
+782.60042 0.670474252
+782.617183 0.672084239
+782.633946 0.672774425
+782.650709 0.672567301
+782.667471 0.671490568
+782.684234 0.66957683
+782.700997 0.666863237
+782.71776 0.663391084
+782.734523 0.65920537
+782.751286 0.65435433
+782.768049 0.648888938
+782.784812 0.642862393
+782.801575 0.636329591
+782.818338 0.629346589
+782.835101 0.621970072
+782.851864 0.614256831
+782.868627 0.606263244
+782.88539 0.598044786
+782.902152 0.589655557
+782.918915 0.581147844
+782.935678 0.572571713
+782.952441 0.56397464
+782.969204 0.555401181
+782.985967 0.546892691
+783.00273 0.538487077
+783.019493 0.530218605
+783.036256 0.522117751
+783.053019 0.514211096
+783.069782 0.506521265
+783.086545 0.499066915
+783.103308 0.491862756
+783.120071 0.484919619
+783.136834 0.478244552
+783.153596 0.471840956
+783.170359 0.465708748
+783.187122 0.459844548
+783.203885 0.454241895
+783.220648 0.44889147
+783.237411 0.443781349
+783.254174 0.438897257
+783.270937 0.434222834
+783.2877 0.429739908
+783.304463 0.425428764
+783.321226 0.42126842
+783.337989 0.417236895
+783.354752 0.413311473
+783.371515 0.409468954
+783.388277 0.40568591
+783.40504 0.401938911
+783.421803 0.398204756
+783.438566 0.39446068
+783.455329 0.39068455
+783.472092 0.386855054
+783.488855 0.382951861
+783.505618 0.378955778
+783.522381 0.374848889
+783.539144 0.370614671
+783.555907 0.366238109
+783.57267 0.361705782
+783.589433 0.357005942
+783.606196 0.352128577
+783.622959 0.347065456
+783.639721 0.341810163
+783.656484 0.336358115
+783.673247 0.33070657
+783.69001 0.324854614
+783.706773 0.318803141
+783.723536 0.31255482
+783.740299 0.306114043
+783.757062 0.29948687
+783.773825 0.292680956
+783.790588 0.28570547
+783.807351 0.278571003
+783.824114 0.271289466
+783.840877 0.263873981
+783.85764 0.256338762
+783.874402 0.24869899
+783.891165 0.240970687
+783.907928 0.233170575
+783.924691 0.225315942
+783.941454 0.217424499
+783.958217 0.209514242
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diff --git a/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..d300cb0
--- /dev/null
+++ b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/2XL/graph500-28/max_mem_30G_workers_16/wall_time.png'
+set title "sp / graph500-28 (2XL) — max_mem_30G workers_16\nmedian=782.627s  mean=782.937s  std=0.528s  min=782.506s  max=783.717s  p90=783.530s  p95=783.624s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.874607]
+set xrange [780.974415:785.248963]
+set grid y
+set key top right
+set arrow from 782.627228,0 to 782.627228,0.874607 nohead lc rgb 'red' lw 2
+set label 'median 782.627s' at 782.627228,0.874607 offset char 0,1 tc rgb 'red'
+set arrow from 783.530177,0 to 783.530177,0.874607 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 783.530s' at 783.530177,0.874607 offset char 0,1 tc rgb 'orange'
+set arrow from 783.623572,0 to 783.623572,0.874607 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 783.624s' at 783.623572,0.874607 offset char 0,1 tc rgb 'orange'
+set arrow from 783.249989,0 to 783.249989,0.026911 nohead lc rgb '#666666' lw 1
+set arrow from 782.506410,0 to 782.506410,0.026911 nohead lc rgb '#666666' lw 1
+set arrow from 783.716968,0 to 783.716968,0.026911 nohead lc rgb '#666666' lw 1
+set arrow from 782.627228,0 to 782.627228,0.026911 nohead lc rgb '#666666' lw 1
+set arrow from 782.581968,0 to 782.581968,0.026911 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/sp/2XL/graph500-28/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/sp/2XL/graph500-28/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/wall_time.png b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..f91987e
Binary files /dev/null and b/benches/results/sp/2XL/graph500-28/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/benchmark.json b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..0d8aa1d
--- /dev/null
+++ b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5769 @@
+{
+  "algorithm": "sp",
+  "dataset": "graph500-25",
+  "size_class": "L",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/sp_graph500-25",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": []
+  },
+  "graph": {
+    "vertices": 17000000,
+    "edges": 523000000,
+    "nodes_str": "17M",
+    "edges_str": "523M"
+  },
+  "warmup": {
+    "wall_time_s": 25.126731675001793,
+    "sampling_interval_s": 0.08375577225000598
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
+      "index": 0,
+      "wall_time_s": 25.87858487199992,
+      "peak_rss_kb": 13078992,
+      "peak_disk_bytes": 9217745920.0,
+      "returncode": 0,
+      "n_samples": 304
+    },
+    {
+      "index": 1,
+      "wall_time_s": 27.125777305016527,
+      "peak_rss_kb": 12980532,
+      "peak_disk_bytes": 9751538688.0,
+      "returncode": 0,
+      "n_samples": 318
+    },
+    {
+      "index": 2,
+      "wall_time_s": 24.65202699499787,
+      "peak_rss_kb": 12917156,
+      "peak_disk_bytes": 8718010368.0,
+      "returncode": 0,
+      "n_samples": 289
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+    {
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+      "peak_disk_bytes": 9248159744.0,
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+      "n_samples": 313
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+      "peak_rss_kb": 13022804,
+      "peak_disk_bytes": 8220870656.0,
+      "returncode": 0,
+      "n_samples": 310
+    }
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+  "stats": {
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+      "mean": 26.14680835020845,
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+  "environment": {
+    "timestamp": "2026-09-30T09:28:58.123419+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/disk.dat b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..8a61299
--- /dev/null
+++ b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.000000 0.000000 0.000000
+2.020202 0.000000 0.000000 0.000000
+3.030303 0.000000 0.000000 0.000000
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diff --git a/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/disk.gnuplot b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..89cfe5b
--- /dev/null
+++ b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/L/graph500-25/max_mem_30G_workers_16/disk.png'
+set title "sp / graph500-25 (L) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/sp/L/graph500-25/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/disk.png b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..44fceef
Binary files /dev/null and b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/rss.dat b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..048d665
--- /dev/null
+++ b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.002554 0.002409 0.002700
+1.010101 1.092638 1.041734 1.143541
+2.020202 2.159516 2.066957 2.252076
+3.030303 3.226836 3.089358 3.364314
+4.040404 4.286371 4.110461 4.462281
+5.050505 5.353772 5.146103 5.561441
+6.060606 6.421124 6.167653 6.674594
+7.070707 7.437152 7.179653 7.694651
+8.080808 8.139854 7.958015 8.321694
+9.090909 8.629775 8.468622 8.790928
+10.101010 8.961185 8.806063 9.116308
+11.111111 9.105913 9.019374 9.192452
+12.121212 9.238329 9.153956 9.322702
+13.131313 9.417626 9.317398 9.517855
+14.141414 9.620494 9.503322 9.737666
+15.151515 9.840505 9.713761 9.967248
+16.161616 10.074086 9.931265 10.216908
+17.171717 10.318959 10.164301 10.473618
+18.181818 10.598292 10.483919 10.712665
+19.191919 10.834002 10.722525 10.945480
+20.202020 11.118211 11.016160 11.220261
+21.212121 11.406309 11.302363 11.510255
+22.222222 11.680890 11.601659 11.760121
+23.232323 11.937848 11.862785 12.012910
+24.242424 12.199930 12.119855 12.280006
+25.252525 12.296745 12.235080 12.358411
+26.262626 12.297147 12.235811 12.358482
+27.272727 12.301710 12.242485 12.360934
+28.282828 12.310557 12.250055 12.371058
+29.292929 12.313987 12.251822 12.376152
+30.303030 12.314547 12.252527 12.376567
+31.313131 12.315477 12.252540 12.378414
+32.323232 12.316305 12.253099 12.379511
+33.333333 12.316978 12.252812 12.381144
+34.343434 12.317434 12.253193 12.381674
+35.353535 12.317860 12.253260 12.382459
+36.363636 12.318006 12.253351 12.382661
+37.373737 12.318376 12.253646 12.383105
+38.383838 12.318384 12.253649 12.383118
+39.393939 12.318871 12.253594 12.384149
+40.404040 12.320048 12.254862 12.385234
+41.414141 12.320311 12.255056 12.385566
+42.424242 12.322032 12.255993 12.388070
+43.434343 12.322511 12.256289 12.388733
+44.444444 12.324178 12.256122 12.392235
+45.454545 12.325292 12.257374 12.393211
+46.464646 12.326731 12.257116 12.396346
+47.474747 12.328333 12.259308 12.397359
+48.484848 12.329173 12.259335 12.399010
+49.494949 12.329622 12.259718 12.399527
+50.505051 12.329808 12.259798 12.399818
+51.515152 12.330315 12.260278 12.400351
+52.525253 12.330555 12.260376 12.400735
+53.535354 12.330895 12.260612 12.401179
+54.545455 12.331387 12.260992 12.401781
+55.555556 12.333046 12.261624 12.404469
+56.565657 12.333987 12.263171 12.404803
+57.575758 12.336104 12.266133 12.406075
+58.585859 12.337451 12.267400 12.407502
+59.595960 12.338172 12.268489 12.407855
+60.606061 12.338438 12.269218 12.407657
+61.616162 12.339642 12.270291 12.408994
+62.626263 12.341954 12.273126 12.410782
+63.636364 12.343137 12.274137 12.412138
+64.646465 12.343508 12.275061 12.411955
+65.656566 12.343769 12.275347 12.412191
+66.666667 12.345319 12.276861 12.413776
+67.676768 12.346290 12.278186 12.414394
+68.686869 12.346549 12.278152 12.414945
+69.696970 12.346769 12.278619 12.414919
+70.707071 12.346886 12.278813 12.414959
+71.717172 12.347469 12.279020 12.415917
+72.727273 12.348927 12.280277 12.417578
+73.737374 12.349700 12.279951 12.419449
+74.747475 12.353148 12.284021 12.422274
+75.757576 12.353452 12.284410 12.422494
+76.767677 12.353812 12.284868 12.422756
+77.777778 12.354373 12.285655 12.423091
+78.787879 12.355182 12.285788 12.424576
+79.797980 12.355365 12.285980 12.424751
+80.808081 12.355781 12.287283 12.424279
+81.818182 12.357529 12.288835 12.426224
+82.828283 12.358480 12.290179 12.426782
+83.838384 12.359610 12.291038 12.428182
+84.848485 12.360413 12.291455 12.429371
+85.858586 12.363739 12.294824 12.432655
+86.868687 12.367318 12.296885 12.437752
+87.878788 12.369747 12.297702 12.441792
+88.888889 12.372006 12.298186 12.445825
+89.898990 12.375167 12.301117 12.449217
+90.909091 12.375442 12.300989 12.449896
+91.919192 12.375640 12.301079 12.450201
+92.929293 12.377061 12.301425 12.452696
+93.939394 12.383286 12.317345 12.449227
+94.949495 12.389859 12.326925 12.452793
+95.959596 12.392596 12.327398 12.457794
+96.969697 12.393323 12.327565 12.459082
+97.979798 0.000000 0.000000 0.000000
+98.989899 0.000000 0.000000 0.000000
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/rss.gnuplot b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..c9815a2
--- /dev/null
+++ b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/L/graph500-25/max_mem_30G_workers_16/rss.png'
+set title "sp / graph500-25 (L) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/sp/L/graph500-25/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/rss.png b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..4765eb3
Binary files /dev/null and b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/wall_time.dat b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..43d2745
--- /dev/null
+++ b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+22.9019068 6.11761282e-05
+22.9253343 7.56791257e-05
+22.9487617 9.33523148e-05
+22.9721891 0.000114823014
+22.9956165 0.000140827562
+23.0190439 0.000172227003
+23.0424713 0.000210024373
+23.0658987 0.000255383609
+23.0893262 0.000309650091
+23.1127536 0.00037437279
+23.136181 0.000451327931
+23.1596084 0.000542544071
+23.1830358 0.000650328382
+23.2064632 0.000777293925
+23.2298906 0.00092638757
+23.2533181 0.00110091819
+23.2767455 0.00130458465
+23.3001729 0.001541503
+23.3236003 0.00181623223
+23.3470277 0.0021337979
+23.3704551 0.0024997127
+23.3938825 0.0029199931
+23.41731 0.00340117108
+23.4407374 0.00395029985
+23.4641648 0.00457495253
+23.4875922 0.00528321252
+23.5110196 0.0060836545
+23.534447 0.006985315
+23.5578744 0.00799765122
+23.5813019 0.00913048742
+23.6047293 0.0103939478
+23.6281567 0.011798375
+23.6515841 0.0133542344
+23.6750115 0.0150720031
+23.6984389 0.0169620441
+23.7218663 0.0190344657
+23.7452938 0.0212989676
+23.7687212 0.0237646739
+23.7921486 0.0264399543
+23.815576 0.0293322369
+23.8390034 0.0324478138
+23.8624308 0.0357916414
+23.8858582 0.0393671413
+23.9092857 0.0431760026
+23.9327131 0.0472179909
+23.9561405 0.0514907674
+23.9795679 0.0559897239
+24.0029953 0.0607078358
+24.0264227 0.0656355399
+24.0498501 0.0707606394
+24.0732776 0.0760682424
+24.096705 0.0815407352
+24.1201324 0.0871577966
+24.1435598 0.0928964536
+24.1669872 0.0987311828
+24.1904146 0.104634058
+24.213842 0.110574942
+24.2372695 0.116521732
+24.2606969 0.122440642
+24.2841243 0.128296535
+24.3075517 0.134053289
+24.3309791 0.139674209
+24.3544065 0.145122457
+24.3778339 0.150361515
+24.4012614 0.155355667
+24.4246888 0.160070483
+24.4481162 0.164473315
+24.4715436 0.168533784
+24.494971 0.172224247
+24.5183984 0.175520252
+24.5418258 0.178400952
+24.5652533 0.180849486
+24.5886807 0.182853312
+24.6121081 0.184404485
+24.6355355 0.18549988
+24.6589629 0.186141345
+24.6823903 0.186335793
+24.7058177 0.186095222
+24.7292451 0.185436659
+24.7526726 0.184382039
+24.7761 0.182958011
+24.7995274 0.181195679
+24.8229548 0.179130273
+24.8463822 0.176800772
+24.8698096 0.174249465
+24.893237 0.171521471
+24.9166645 0.168664217
+24.9400919 0.165726893
+24.9635193 0.162759877
+24.9869467 0.159814153
+25.0103741 0.156940724
+25.0338015 0.154190029
+25.0572289 0.151611378
+25.0806564 0.149252402
+25.1040838 0.147158542
+25.1275112 0.145372568
+25.1509386 0.143934145
+25.174366 0.14287945
+25.1977934 0.142240837
+25.2212208 0.142046569
+25.2446483 0.142320602
+25.2680757 0.143082435
+25.2915031 0.144347024
+25.3149305 0.146124757
+25.3383579 0.148421493
+25.3617853 0.151238653
+25.3852127 0.154573377
+25.4086402 0.158418721
+25.4320676 0.162763913
+25.455495 0.167594639
+25.4789224 0.172893365
+25.5023498 0.178639696
+25.5257772 0.18481074
+25.5492046 0.191381497
+25.5726321 0.19832525
+25.5960595 0.205613945
+25.6194869 0.213218575
+25.6429143 0.221109535
+25.6663417 0.229256959
+25.6897691 0.237631024
+25.7131965 0.246202223
+25.736624 0.254941597
+25.7600514 0.263820919
+25.7834788 0.272812846
+25.8069062 0.281891012
+25.8303336 0.291030084
+25.853761 0.300205775
+25.8771884 0.309394808
+25.9006159 0.318574852
+25.9240433 0.32772442
+25.9474707 0.336822742
+25.9708981 0.345849616
+25.9943255 0.354785249
+26.0177529 0.363610087
+26.0411803 0.372304647
+26.0646078 0.380849359
+26.0880352 0.389224424
+26.1114626 0.397409687
+26.13489 0.405384544
+26.1583174 0.413127874
+26.1817448 0.420618009
+26.2051722 0.427832744
+26.2285997 0.434749376
+26.2520271 0.441344793
+26.2754545 0.447595587
+26.2988819 0.453478212
+26.3223093 0.458969165
+26.3457367 0.464045192
+26.3691641 0.468683522
+26.3925916 0.4728621
+26.416019 0.476559844
+26.4394464 0.479756888
+26.4628738 0.482434828
+26.4863012 0.48457695
+26.5097286 0.486168444
+26.533156 0.487196591
+26.5565835 0.487650923
+26.5800109 0.487523355
+26.6034383 0.48680828
+26.6268657 0.48550263
+26.6502931 0.483605905
+26.6737205 0.481120165
+26.6971479 0.478049992
+26.7205754 0.474402422
+26.7440028 0.470186855
+26.7674302 0.465414937
+26.7908576 0.460100428
+26.814285 0.454259061
+26.8377124 0.447908386
+26.8611398 0.441067613
+26.8845673 0.433757456
+26.9079947 0.425999981
+26.9314221 0.417818458
+26.9548495 0.409237223
+26.9782769 0.400281552
+27.0017043 0.390977541
+27.0251317 0.381352005
+27.0485592 0.371432378
+27.0719866 0.361246634
+27.095414 0.3508232
+27.1188414 0.34019089
+27.1422688 0.329378835
+27.1656962 0.318416409
+27.1891236 0.307333163
+27.212551 0.296158748
+27.2359785 0.284922834
+27.2594059 0.27365502
+27.2828333 0.262384741
+27.3062607 0.251141154
+27.3296881 0.239953025
+27.3531155 0.228848602
+27.3765429 0.217855481
+27.3999704 0.207000464
+27.4233978 0.196309412
+27.4468252 0.185807102
+27.4702526 0.175517074
+27.49368 0.165461489
+27.5171074 0.155660996
+27.5405348 0.146134594
+27.5639623 0.136899526
+27.5873897 0.127971171
+27.6108171 0.119362965
+27.6342445 0.111086331
+27.6576719 0.103150641
+27.6810993 0.0955631872
+27.7045267 0.0883291888
+27.7279542 0.0814518091
+27.7513816 0.0749322024
+27.774809 0.0687695787
+27.7982364 0.0629612884
+27.8216638 0.0575029255
+27.8450912 0.052388446
+27.8685186 0.0476102998
+27.8919461 0.0431595735
+27.9153735 0.0390261423
+27.9388009 0.0351988261
+27.9622283 0.0316655498
+27.9856557 0.0284135037
+28.0090831 0.0254293011
+28.0325105 0.0226991331
+28.055938 0.0202089154
+28.0793654 0.017944429
+28.1027928 0.0158914493
+28.1262202 0.0140358667
+28.1496476 0.0123637937
+28.173075 0.0108616613
+28.1965024 0.00951630217
+28.2199299 0.0083150215
+28.2433573 0.00724565545
+28.2667847 0.00629661764
+28.2902121 0.0054569342
+28.3136395 0.00471626804
+28.3370669 0.00406493329
+28.3604943 0.00349390057
+28.3839218 0.00299479438
+28.4073492 0.00255988327
+28.4307766 0.00218206406
+28.454204 0.00185484084
+28.4776314 0.00157229997
+28.5010588 0.0013290817
+28.5244862 0.00112034944
+28.5479137 0.000941757384
+28.5713411 0.000789417112
+28.5947685 0.000659863912
+28.6181959 0.000550023219
+28.6416233 0.000457177694
+28.6650507 0.000378935288
+28.6884781 0.000313198594
+28.7119056 0.000258135714
+28.735333 0.000212152815
+28.7587604 0.000173868481
+28.7821878 0.000142089925
+28.8056152 0.00011579109
+28.8290426 9.40926176e-05
+28.85247 7.62436523e-05
+28.8758975 6.16054012e-05
diff --git a/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..64b876f
--- /dev/null
+++ b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/L/graph500-25/max_mem_30G_workers_16/wall_time.png'
+set title "sp / graph500-25 (L) — max_mem_30G workers_16\nmedian=26.436s  mean=26.147s  std=0.948s  min=24.652s  max=27.126s  p90=26.932s  p95=27.029s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.633946]
+set xrange [22.901907:28.875897]
+set grid y
+set key top right
+set arrow from 26.435934,0 to 26.435934,0.633946 nohead lc rgb 'red' lw 2
+set label 'median 26.436s' at 26.435934,0.633946 offset char 0,1 tc rgb 'red'
+set arrow from 26.932154,0 to 26.932154,0.633946 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 26.932s' at 26.932154,0.633946 offset char 0,1 tc rgb 'orange'
+set arrow from 27.028966,0 to 27.028966,0.633946 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 27.029s' at 27.028966,0.633946 offset char 0,1 tc rgb 'orange'
+set arrow from 25.878585,0 to 25.878585,0.019506 nohead lc rgb '#666666' lw 1
+set arrow from 27.125777,0 to 27.125777,0.019506 nohead lc rgb '#666666' lw 1
+set arrow from 24.652027,0 to 24.652027,0.019506 nohead lc rgb '#666666' lw 1
+set arrow from 26.641719,0 to 26.641719,0.019506 nohead lc rgb '#666666' lw 1
+set arrow from 26.435934,0 to 26.435934,0.019506 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/sp/L/graph500-25/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/sp/L/graph500-25/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/wall_time.png b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..6d1df1e
Binary files /dev/null and b/benches/results/sp/L/graph500-25/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/benchmark.json b/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index 7f68c93..0000000
--- a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,5352 +0,0 @@
-{
-  "algorithm": "sp",
-  "dataset": "graph500-24",
-  "size_class": "M",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/sp_graph500-24",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": []
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-  "environment": {
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-    "platform": "Linux-7.0.0-1010-aws-x86_64-with-glibc2.43",
-    "python": "3.14.4",
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-  }
-}
\ No newline at end of file
diff --git a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/disk.dat b/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index d0da65d..0000000
--- a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.000000 0.000000 0.000000
-2.020202 0.000000 0.000000 0.000000
-3.030303 0.000000 0.000000 0.000000
-4.040404 0.000000 0.000000 0.000000
-5.050505 0.000000 0.000000 0.000000
-6.060606 0.000000 0.000000 0.000000
-7.070707 0.000000 0.000000 0.000000
-8.080808 0.000000 0.000000 0.000000
-9.090909 0.000000 0.000000 0.000000
-10.101010 0.000000 0.000000 0.000000
-11.111111 0.000000 0.000000 0.000000
-12.121212 0.000000 0.000000 0.000000
-13.131313 0.000000 0.000000 0.000000
-14.141414 0.000000 0.000000 0.000000
-15.151515 0.000000 0.000000 0.000000
-16.161616 0.000000 0.000000 0.000000
-17.171717 0.000000 0.000000 0.000000
-18.181818 0.000000 0.000000 0.000000
-19.191919 0.000000 0.000000 0.000000
-20.202020 0.000000 0.000000 0.000000
-21.212121 0.000000 0.000000 0.000000
-22.222222 0.000000 0.000000 0.000000
-23.232323 0.000000 0.000000 0.000000
-24.242424 0.000000 0.000000 0.000000
-25.252525 0.000000 0.000000 0.000000
-26.262626 0.000000 0.000000 0.000000
-27.272727 0.000000 0.000000 0.000000
-28.282828 0.000000 0.000000 0.000000
-29.292929 0.000000 0.000000 0.000000
-30.303030 0.000000 0.000000 0.000000
-31.313131 0.000000 0.000000 0.000000
-32.323232 0.000000 0.000000 0.000000
-33.333333 0.000000 0.000000 0.000000
-34.343434 0.000000 0.000000 0.000000
-35.353535 0.000000 0.000000 0.000000
-36.363636 0.000000 0.000000 0.000000
-37.373737 0.000000 0.000000 0.000000
-38.383838 0.185874 0.000000 0.613017
-39.393939 0.547564 0.000000 1.129222
-40.404040 0.637064 0.093346 1.180782
-41.414141 1.270614 0.923970 1.617259
-42.424242 2.517863 1.885127 3.150598
-43.434343 3.582191 2.805115 4.359267
-44.444444 4.228319 3.161003 5.295634
-45.454545 4.375526 3.396979 5.354074
-46.464646 4.513941 3.184732 5.843150
-47.474747 3.803117 3.254966 4.351267
-48.484848 3.828653 3.341341 4.315965
-49.494949 3.855084 3.429233 4.280935
-50.505051 3.936530 3.678689 4.194371
-51.515152 4.113160 3.768655 4.457666
-52.525253 3.363949 1.710812 5.017086
-53.535354 3.434675 1.882095 4.987255
-54.545455 3.481226 2.046633 4.915819
-55.555556 3.629973 2.195511 5.064434
-56.565657 3.703433 2.345643 5.061222
-57.575758 4.009996 2.435480 5.584512
-58.585859 4.326670 2.835119 5.818220
-59.595960 4.802242 3.232591 6.371894
-60.606061 4.202238 1.880442 6.524033
-61.616162 3.779617 1.493532 6.065702
-62.626263 3.531050 1.895235 5.166864
-63.636364 3.731330 2.238315 5.224346
-64.646465 4.140197 3.032290 5.248105
-65.656566 4.239571 3.197094 5.282048
-66.666667 4.338189 3.359704 5.316674
-67.676768 4.383496 3.431931 5.335061
-68.686869 4.383496 3.431931 5.335061
-69.696970 4.383496 3.431931 5.335061
-70.707071 4.399006 3.459627 5.338385
-71.717172 4.491968 3.313718 5.670219
-72.727273 4.127467 3.932627 4.322306
-73.737374 4.185975 3.840711 4.531238
-74.747475 3.583764 2.380744 4.786784
-75.757576 3.679022 2.720908 4.637135
-76.767677 3.368266 1.611201 5.125332
-77.777778 3.419507 1.794183 5.044832
-78.787879 3.467048 1.963951 4.970146
-79.797980 3.518323 2.147054 4.889592
-80.808081 3.563630 2.308846 4.818415
-81.818182 3.612268 2.482530 4.742005
-82.828283 3.659315 2.650535 4.668095
-83.838384 3.707873 2.823935 4.591810
-84.848485 3.753260 2.986013 4.520507
-85.858586 3.801023 3.156576 4.445470
-86.868687 3.848070 3.324579 4.371561
-87.878788 3.892854 3.484502 4.301205
-88.888889 3.938728 3.648318 4.229137
-89.898990 3.984720 3.812557 4.156883
-90.909091 4.018070 3.931650 4.104490
-91.919192 4.036004 3.995693 4.076315
-92.929293 4.051684 4.051680 4.051688
-93.939394 4.051684 4.051680 4.051688
-94.949495 4.051684 4.051680 4.051688
-95.959596 4.051684 4.051680 4.051688
-96.969697 4.051684 4.051680 4.051688
-97.979798 4.051684 4.051680 4.051688
-98.989899 4.058672 4.041731 4.075614
-100.000000 0.011355 0.011355 0.011355
diff --git a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/disk.gnuplot b/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index 30fdd29..0000000
--- a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/sp/M/graph500-24/max_mem_24G_workers_4/disk.png'
-set title "sp / graph500-24 (M) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/sp/M/graph500-24/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/disk.png b/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index c1c0359..0000000
Binary files a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/rss.dat b/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index d83ccea..0000000
--- a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.001688 0.001028 0.002348
-1.010101 1.142823 1.120492 1.165154
-2.020202 2.235510 2.186850 2.284170
-3.030303 3.328543 3.264108 3.392977
-4.040404 4.426284 4.334288 4.518280
-5.050505 5.521407 5.408399 5.634415
-6.060606 6.404452 6.340856 6.468048
-7.070707 6.740235 6.705824 6.774646
-8.080808 6.962393 6.904271 7.020514
-9.090909 7.181141 7.038725 7.323556
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-98.989899 10.121749 9.981164 10.262333
-100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/rss.gnuplot b/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index 6206ca6..0000000
--- a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/sp/M/graph500-24/max_mem_24G_workers_4/rss.png'
-set title "sp / graph500-24 (M) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/sp/M/graph500-24/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/rss.png b/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index ea76000..0000000
Binary files a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/wall_time.dat b/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index aaa5b69..0000000
--- a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-90.943962 2.05598881e-05
-91.0065097 2.43963642e-05
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diff --git a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index 80f999a..0000000
--- a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/sp/M/graph500-24/max_mem_24G_workers_4/wall_time.png'
-set title "sp / graph500-24 (M) — max_mem_24G workers_4\nmedian=98.477s  mean=98.973s  std=1.923s  min=96.853s  max=100.985s  p90=100.983s  p95=100.984s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.204178]
-set xrange [90.943962:106.893644]
-set grid y
-set key top right
-set arrow from 98.477010,0 to 98.477010,0.204178 nohead lc rgb 'red' lw 2
-set label 'median 98.477s' at 98.477010,0.204178 offset char 0,1 tc rgb 'red'
-set arrow from 100.982718,0 to 100.982718,0.204178 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 100.983s' at 100.982718,0.204178 offset char 0,1 tc rgb 'orange'
-set arrow from 100.983841,0 to 100.983841,0.204178 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 100.984s' at 100.983841,0.204178 offset char 0,1 tc rgb 'orange'
-set arrow from 100.984965,0 to 100.984965,0.0062824 nohead lc rgb '#666666' lw 1
-set arrow from 100.979348,0 to 100.979348,0.0062824 nohead lc rgb '#666666' lw 1
-set arrow from 96.852641,0 to 96.852641,0.0062824 nohead lc rgb '#666666' lw 1
-set arrow from 97.568643,0 to 97.568643,0.0062824 nohead lc rgb '#666666' lw 1
-set arrow from 98.477010,0 to 98.477010,0.0062824 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/sp/M/graph500-24/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/sp/M/graph500-24/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/wall_time.png b/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index 6d49f27..0000000
Binary files a/benches/results/sp/M/graph500-24/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/benchmark.json b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..3684e15
--- /dev/null
+++ b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5097 @@
+{
+  "algorithm": "sp",
+  "dataset": "graph500-24",
+  "size_class": "M",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/sp_graph500-24",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": []
+  },
+  "graph": {
+    "vertices": 8000000,
+    "edges": 260000000,
+    "nodes_str": "8M",
+    "edges_str": "260M"
+  },
+  "warmup": {
+    "wall_time_s": 7.357753213000251,
+    "sampling_interval_s": 0.02452584404333417
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
+      "index": 0,
+      "wall_time_s": 6.667523009993602,
+      "peak_rss_kb": 5188576,
+      "peak_disk_bytes": 2280404992.0,
+      "returncode": 0,
+      "n_samples": 263
+    },
+    {
+      "index": 1,
+      "wall_time_s": 6.643725348985754,
+      "peak_rss_kb": 5212408,
+      "peak_disk_bytes": 2247650304.0,
+      "returncode": 0,
+      "n_samples": 260
+    },
+    {
+      "index": 2,
+      "wall_time_s": 6.73238588401,
+      "peak_rss_kb": 5218532,
+      "peak_disk_bytes": 2247642112.0,
+      "returncode": 0,
+      "n_samples": 262
+    },
+    {
+      "index": 3,
+      "wall_time_s": 6.8730907359858975,
+      "peak_rss_kb": 5169960,
+      "peak_disk_bytes": 2323034112.0,
+      "returncode": 0,
+      "n_samples": 267
+    },
+    {
+      "index": 4,
+      "wall_time_s": 6.681236206000904,
+      "peak_rss_kb": 5236916,
+      "peak_disk_bytes": 2256550912.0,
+      "returncode": 0,
+      "n_samples": 258
+    }
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+        5233592,
+        5233592,
+        5233592,
+        5233592,
+        5233592,
+        5233592,
+        5236308,
+        5236880,
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+      ]
+    }
+  ],
+  "environment": {
+    "timestamp": "2026-09-30T08:12:38.093477+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/disk.dat b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..e0cbf93
--- /dev/null
+++ b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.000000 0.000000 0.000000
+2.020202 0.000000 0.000000 0.000000
+3.030303 0.000000 0.000000 0.000000
+4.040404 0.000000 0.000000 0.000000
+5.050505 0.000000 0.000000 0.000000
+6.060606 0.000000 0.000000 0.000000
+7.070707 0.000000 0.000000 0.000000
+8.080808 0.000000 0.000000 0.000000
+9.090909 0.000000 0.000000 0.000000
+10.101010 0.000000 0.000000 0.000000
+11.111111 0.000000 0.000000 0.000000
+12.121212 0.000000 0.000000 0.000000
+13.131313 0.000000 0.000000 0.000000
+14.141414 0.000000 0.000000 0.000000
+15.151515 0.000000 0.000000 0.000000
+16.161616 0.000000 0.000000 0.000000
+17.171717 0.000000 0.000000 0.000000
+18.181818 0.000000 0.000000 0.000000
+19.191919 0.000000 0.000000 0.000000
+20.202020 0.000000 0.000000 0.000000
+21.212121 0.000000 0.000000 0.000000
+22.222222 0.000000 0.000000 0.000000
+23.232323 0.000000 0.000000 0.000000
+24.242424 0.000000 0.000000 0.000000
+25.252525 0.000000 0.000000 0.000000
+26.262626 0.000000 0.000000 0.000000
+27.272727 0.000000 0.000000 0.000000
+28.282828 0.009649 0.000000 0.028885
+29.292929 0.055245 0.000000 0.126101
+30.303030 0.131399 0.035193 0.227606
+31.313131 0.235239 0.029728 0.440749
+32.323232 0.353930 0.086208 0.621653
+33.333333 0.407504 0.135856 0.679151
+34.343434 0.433895 0.167271 0.700519
+35.353535 0.458273 0.196511 0.720036
+36.363636 0.511145 0.266293 0.755996
+37.373737 0.517100 0.275086 0.759114
+38.383838 0.546563 0.303615 0.789512
+39.393939 0.566378 0.323019 0.809737
+40.404040 0.587335 0.342661 0.832010
+41.414141 0.589239 0.344032 0.834447
+42.424242 0.606741 0.350793 0.862689
+43.434343 0.610751 0.353143 0.868358
+44.444444 0.632609 0.361654 0.903564
+45.454545 0.672540 0.425161 0.919919
+46.464646 0.681164 0.428694 0.933634
+47.474747 0.717801 0.459993 0.975609
+48.484848 0.748472 0.471401 1.025543
+49.494949 0.779739 0.479737 1.079741
+50.505051 0.870778 0.452270 1.289285
+51.515152 0.945808 0.437376 1.454240
+52.525253 1.025597 0.363858 1.687336
+53.535354 1.050258 0.362046 1.738471
+54.545455 1.075735 0.386574 1.764896
+55.555556 1.079295 0.388743 1.769846
+56.565657 1.110290 0.417258 1.803321
+57.575758 1.128547 0.421879 1.835216
+58.585859 1.140427 0.436790 1.844064
+59.595960 1.163783 0.488424 1.839143
+60.606061 1.197979 0.498745 1.897214
+61.616162 1.211156 0.510587 1.911725
+62.626263 1.239212 0.544843 1.933581
+63.636364 1.286249 0.570945 2.001554
+64.646465 1.345088 0.698098 1.992078
+65.656566 1.381203 0.736727 2.025679
+66.666667 1.407824 0.765455 2.050194
+67.676768 1.426902 0.787995 2.065809
+68.686869 1.493909 0.862123 2.125695
+69.696970 1.551900 0.924735 2.179064
+70.707071 1.626718 1.014510 2.238926
+71.717172 1.677827 1.072985 2.282668
+72.727273 1.709769 1.104219 2.315319
+73.737374 1.749369 1.178640 2.320098
+74.747475 1.765430 1.207748 2.323113
+75.757576 1.789267 1.237615 2.340920
+76.767677 1.828061 1.315481 2.340641
+77.777778 1.851000 1.365095 2.336905
+78.787879 1.869314 1.403945 2.334683
+79.797980 1.890896 1.480636 2.301155
+80.808081 1.893294 1.489150 2.297437
+81.818182 1.897820 1.505218 2.290421
+82.828283 1.916720 1.566931 2.266508
+83.838384 1.923437 1.587763 2.259111
+84.848485 1.926570 1.598870 2.254270
+85.858586 1.935807 1.626183 2.245432
+86.868687 1.955827 1.654582 2.257073
+87.878788 1.961842 1.668724 2.254960
+88.888889 1.974731 1.716606 2.232855
+89.898990 1.979557 1.733718 2.225396
+90.909091 1.995487 1.790094 2.200880
+91.919192 2.027326 1.861725 2.192927
+92.929293 2.092046 2.090748 2.093345
+93.939394 2.091219 2.091214 2.091224
+94.949495 2.091219 2.091214 2.091224
+95.959596 0.518572 0.000000 1.538143
+96.969697 0.012103 0.010211 0.013995
+97.979798 0.011367 0.011367 0.011368
+98.989899 0.011367 0.011367 0.011368
+100.000000 0.011367 0.011367 0.011368
diff --git a/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..436ddf4
--- /dev/null
+++ b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/M/graph500-24/max_mem_30G_workers_16/disk.png'
+set title "sp / graph500-24 (M) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/sp/M/graph500-24/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/disk.png b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..3be0fb2
Binary files /dev/null and b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/rss.dat b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..0f7950b
--- /dev/null
+++ b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.001212 0.000835 0.001589
+1.010101 0.244808 0.088071 0.401545
+2.020202 0.528314 0.385193 0.671435
+3.030303 0.803676 0.662527 0.944825
+4.040404 1.079516 0.935777 1.223256
+5.050505 1.348895 1.203189 1.494601
+6.060606 1.624198 1.476137 1.772259
+7.070707 1.926015 1.845804 2.006225
+8.080808 2.225072 2.190824 2.259320
+9.090909 2.497825 2.462581 2.533069
+10.101010 2.769724 2.735335 2.804114
+11.111111 3.041187 3.007360 3.075014
+12.121212 3.312464 3.269780 3.355147
+13.131313 3.586601 3.539201 3.634001
+14.141414 3.853658 3.804302 3.903014
+15.151515 4.118493 4.068129 4.168857
+16.161616 4.313997 4.276055 4.351939
+17.171717 4.394870 4.368433 4.421308
+18.181818 4.457945 4.437188 4.478703
+19.191919 4.484456 4.460378 4.508534
+20.202020 4.516294 4.478063 4.554526
+21.212121 4.529144 4.494962 4.563326
+22.222222 4.542096 4.502444 4.581748
+23.232323 4.545065 4.504407 4.585724
+24.242424 4.547504 4.508342 4.586667
+25.252525 4.555027 4.521775 4.588278
+26.262626 4.636134 4.579938 4.692331
+27.272727 4.707102 4.670001 4.744203
+28.282828 4.725286 4.684138 4.766434
+29.292929 4.786385 4.754251 4.818518
+30.303030 4.836577 4.797028 4.876125
+31.313131 4.853039 4.831052 4.875027
+32.323232 4.862676 4.835966 4.889385
+33.333333 4.868967 4.839728 4.898207
+34.343434 4.882599 4.853669 4.911529
+35.353535 4.883209 4.854136 4.912282
+36.363636 4.890396 4.859374 4.921417
+37.373737 4.890679 4.859251 4.922106
+38.383838 4.900250 4.877607 4.922893
+39.393939 4.900262 4.877599 4.922926
+40.404040 4.900266 4.877602 4.922930
+41.414141 4.901067 4.877024 4.925110
+42.424242 4.901227 4.876898 4.925555
+43.434343 4.902877 4.881160 4.924594
+44.444444 4.903715 4.882232 4.925198
+45.454545 4.906196 4.883855 4.928538
+46.464646 4.906234 4.883948 4.928521
+47.474747 4.909836 4.886156 4.933516
+48.484848 4.911866 4.885413 4.938319
+49.494949 4.911911 4.885508 4.938313
+50.505051 4.913969 4.889672 4.938266
+51.515152 4.918389 4.896266 4.940511
+52.525253 4.918528 4.896540 4.940515
+53.535354 4.918540 4.896564 4.940515
+54.545455 4.919548 4.896446 4.942650
+55.555556 4.919548 4.896446 4.942650
+56.565657 4.920111 4.896666 4.943557
+57.575758 4.921148 4.898587 4.943710
+58.585859 4.921412 4.898890 4.943934
+59.595960 4.924386 4.902542 4.946231
+60.606061 4.926033 4.904351 4.947716
+61.616162 4.926144 4.904547 4.947741
+62.626263 4.929560 4.908553 4.950567
+63.636364 4.930253 4.909111 4.951395
+64.646465 4.933418 4.913804 4.953031
+65.656566 4.935286 4.911615 4.958957
+66.666667 4.935851 4.912395 4.959307
+67.676768 4.936769 4.913875 4.959663
+68.686869 4.939326 4.916887 4.961765
+69.696970 4.939443 4.917037 4.961849
+70.707071 4.939761 4.917488 4.962035
+71.717172 4.940849 4.916281 4.965417
+72.727273 4.943560 4.918970 4.968150
+73.737374 4.944328 4.919573 4.969083
+74.747475 4.945177 4.920186 4.970168
+75.757576 4.947141 4.921951 4.972332
+76.767677 4.947615 4.922515 4.972715
+77.777778 4.947789 4.922833 4.972745
+78.787879 4.948113 4.923187 4.973040
+79.797980 4.948225 4.923302 4.973148
+80.808081 4.948473 4.923234 4.973712
+81.818182 4.948614 4.923301 4.973926
+82.828283 4.948669 4.923288 4.974049
+83.838384 4.948722 4.923393 4.974052
+84.848485 4.948751 4.923418 4.974083
+85.858586 4.948783 4.923390 4.974175
+86.868687 4.949588 4.924951 4.974225
+87.878788 4.951120 4.925019 4.977221
+88.888889 4.952050 4.924572 4.979527
+89.898990 4.952304 4.924751 4.979857
+90.909091 4.952349 4.924839 4.979859
+91.919192 4.954406 4.926376 4.982436
+92.929293 4.957034 4.927978 4.986090
+93.939394 4.961253 4.931644 4.990861
+94.949495 4.961450 4.931637 4.991263
+95.959596 4.963627 4.934646 4.992607
+96.969697 0.052089 0.000000 0.186009
+97.979798 0.000000 0.000000 0.000000
+98.989899 0.000000 0.000000 0.000000
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..0ccbe2a
--- /dev/null
+++ b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/M/graph500-24/max_mem_30G_workers_16/rss.png'
+set title "sp / graph500-24 (M) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/sp/M/graph500-24/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/rss.png b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..aec213b
Binary files /dev/null and b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/wall_time.dat b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..c93d496
--- /dev/null
+++ b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+6.4949732 0.000772768975
+6.49703936 0.000966196808
+6.49910551 0.00120444016
+6.50117167 0.00149696002
+6.50323782 0.00185499277
+6.50530398 0.00229183336
+6.50737013 0.00282315331
+6.50943629 0.00346735548
+6.51150245 0.00424596771
+6.5135686 0.00518407663
+6.51563476 0.0063108027
+6.51770091 0.00765981674
+6.51976707 0.00926989749
+6.52183322 0.0111855287
+6.52389938 0.0134575329
+6.52596554 0.0161437393
+6.52803169 0.0193096778
+6.53009785 0.0230292959
+6.532164 0.0273856869
+6.53423016 0.0324718208
+6.53629631 0.0383912644
+6.53836247 0.0452588781
+6.54042862 0.0532014713
+6.54249478 0.0623583999
+6.54456094 0.0728820845
+6.54662709 0.0849384299
+6.54869325 0.0987071205
+6.5507594 0.114381769
+6.55282556 0.132169896
+6.55489171 0.152292706
+6.55695787 0.174984651
+6.55902403 0.200492739
+6.56109018 0.229075587
+6.56315634 0.261002167
+6.56522249 0.296550265
+6.56728865 0.336004609
+6.5693548 0.379654671
+6.57142096 0.427792135
+6.57348711 0.480708034
+6.57555327 0.538689562
+6.57761943 0.602016577
+6.57968558 0.670957822
+6.58175174 0.745766883
+6.58381789 0.826677933
+6.58588405 0.913901307
+6.5879502 1.00761896
+6.59001636 1.10797985
+6.59208252 1.21509536
+6.59414867 1.32903481
+6.59621483 1.44982109
+6.59828098 1.57742657
+6.60034714 1.71176935
+6.60241329 1.85270991
+6.60447945 2.0000483
+6.6065456 2.15352181
+6.60861176 2.31280345
+6.61067792 2.47750107
+6.61274407 2.64715727
+6.61481023 2.82125022
+6.61687638 2.99919529
+6.61894254 3.1803477
+6.62100869 3.36400602
+6.62307485 3.5494166
+6.62514101 3.73577892
+6.62720716 3.92225189
+6.62927332 4.10796077
+6.63133947 4.29200504
+6.63340563 4.47346677
+6.63547178 4.65141962
+6.63753794 4.82493818
+6.63960409 4.99310769
+6.64167025 5.1550338
+6.64373641 5.30985242
+6.64580256 5.45673929
+6.64786872 5.59491928
+6.64993487 5.7236752
+6.65200103 5.84235589
+6.65406718 5.95038358
+6.65613334 6.04726023
+6.65819949 6.13257287
+6.66026565 6.20599772
+6.66233181 6.26730304
+6.66439796 6.31635072
+6.66646412 6.35309641
+6.66853027 6.37758837
+6.67059643 6.38996494
+6.67266258 6.39045063
+6.67472874 6.37935109
+6.6767949 6.35704689
+6.67886105 6.32398623
+6.68092721 6.28067692
+6.68299336 6.22767755
+6.68505952 6.16558817
+6.68712567 6.0950407
+6.68919183 6.0166891
+6.69125798 5.93119975
+6.69332414 5.83924198
+6.6953903 5.74147912
+6.69745645 5.63856015
+6.69952261 5.53111217
+6.70158876 5.41973369
+6.70365492 5.30498914
+6.70572107 5.18740424
+6.70778723 5.06746276
+6.70985339 4.94560435
+6.71191954 4.82222354
+6.7139857 4.69766994
+6.71605185 4.57224947
+6.71811801 4.44622661
+6.72018416 4.31982747
+6.72225032 4.19324369
+6.72431647 4.06663683
+6.72638263 3.94014327
+6.72844879 3.8138794
+6.73051494 3.68794688
+6.7325811 3.56243791
+6.73464725 3.43744032
+6.73671341 3.31304235
+6.73877956 3.18933698
+6.74084572 3.06642575
+6.74291188 2.94442202
+6.74497803 2.8234535
+6.74704419 2.70366413
+6.74911034 2.58521531
+6.7511765 2.46828631
+6.75324265 2.35307416
+6.75530881 2.23979284
+6.75737496 2.12867195
+6.75944112 2.01995487
+6.76150728 1.91389654
+6.76357343 1.81076093
+6.76563959 1.71081825
+6.76770574 1.61434203
+6.7697719 1.52160613
+6.77183805 1.43288172
+6.77390421 1.34843439
+6.77597037 1.26852133
+6.77803652 1.19338871
+6.78010268 1.12326918
+6.78216883 1.0583797
+6.78423499 0.998919476
+6.78630114 0.945068158
+6.7883673 0.896984256
+6.79043345 0.854803708
+6.79249961 0.818638626
+6.79456577 0.788576161
+6.79663192 0.764677489
+6.79869808 0.746976857
+6.80076423 0.735480695
+6.80283039 0.730166761
+6.80489654 0.730983307
+6.8069627 0.737848267
+6.80902886 0.750648472
+6.81109501 0.769238903
+6.81316117 0.793442004
+6.81522732 0.823047084
+6.81729348 0.85780986
+6.81935963 0.897452163
+6.82142579 0.941661877
+6.82349194 0.990093152
+6.8255581 1.04236694
+6.82762426 1.09807192
+6.82969041 1.15676584
+6.83175657 1.21797733
+6.83382272 1.2812082
+6.83588888 1.34593629
+6.83795503 1.41161877
+6.84002119 1.47769607
+6.84208735 1.5435962
+6.8441535 1.6087396
+6.84621966 1.67254439
+6.84828581 1.73443196
+6.85035197 1.79383285
+6.85241812 1.85019278
+6.85448428 1.90297879
+6.85655043 1.95168533
+6.85861659 1.99584022
+6.86068275 2.03501033
+6.8627489 2.06880693
+6.86481506 2.09689051
+6.86688121 2.11897504
+6.86894737 2.13483155
+6.87101352 2.1442909
+6.87307968 2.14724582
+6.87514583 2.14365198
+6.87721199 2.13352818
+6.87927815 2.11695569
+6.8813443 2.09407654
+6.88341046 2.0650911
+6.88547661 2.03025471
+6.88754277 1.9898736
+6.88960892 1.94430009
+6.89167508 1.89392722
+6.89374124 1.83918294
+6.89580739 1.78052386
+6.89787355 1.7184288
+6.8999397 1.65339218
+6.90200586 1.58591746
+6.90407201 1.51651064
+6.90613817 1.44567399
+6.90820432 1.37390018
+6.91027048 1.30166672
+6.91233664 1.22943097
+6.91440279 1.1576257
+6.91646895 1.08665525
+6.9185351 1.01689233
+6.92060126 0.948675517
+6.92266741 0.882307395
+6.92473357 0.818053352
+6.92679973 0.756141025
+6.92886588 0.696760343
+6.93093204 0.640064121
+6.93299819 0.586169167
+6.93506435 0.535157822
+6.9371305 0.487079887
+6.93919666 0.44195487
+6.94126281 0.399774469
+6.94332897 0.360505244
+6.94539513 0.324091406
+6.94746128 0.290457663
+6.94952744 0.259512067
+6.95159359 0.231148812
+6.95365975 0.205250946
+6.9557259 0.181692942
+6.95779206 0.160343122
+6.95985822 0.141065887
+6.96192437 0.123723745
+6.96399053 0.108179134
+6.96605668 0.094296013
+6.96812284 0.0819412429
+6.97018899 0.0709857459
+6.97225515 0.0613054578
+6.9743213 0.0527820819
+6.97638746 0.0453036588
+6.97845362 0.0387649677
+6.98051977 0.033067774
+6.98258593 0.028120943
+6.98465208 0.0238404356
+6.98671824 0.0201492033
+6.98878439 0.0169770003
+6.99085055 0.0142601278
+6.99291671 0.0119411257
+6.99498286 0.00996842402
+6.99704902 0.00829596906
+6.99911517 0.00688283138
+7.00118133 0.00569280781
+7.00324748 0.00469402393
+7.00531364 0.00385854405
+7.00737979 0.00316199379
+7.00944595 0.00258319949
+7.01151211 0.00210384755
+7.01357826 0.00170816561
+7.01564442 0.0013826271
+7.01771057 0.00111567973
+7.01977673 0.000897497827
+7.02184288 0.000719758255
diff --git a/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..db0ec44
--- /dev/null
+++ b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/M/graph500-24/max_mem_30G_workers_16/wall_time.png'
+set title "sp / graph500-24 (M) — max_mem_30G workers_16\nmedian=6.681s  mean=6.720s  std=0.092s  min=6.644s  max=6.873s  p90=6.817s  p95=6.845s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:8.30759]
+set xrange [6.494973:7.021843]
+set grid y
+set key top right
+set arrow from 6.681236,0 to 6.681236,8.30759 nohead lc rgb 'red' lw 2
+set label 'median 6.681s' at 6.681236,8.30759 offset char 0,1 tc rgb 'red'
+set arrow from 6.816809,0 to 6.816809,8.30759 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 6.817s' at 6.816809,8.30759 offset char 0,1 tc rgb 'orange'
+set arrow from 6.844950,0 to 6.844950,8.30759 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 6.845s' at 6.844950,8.30759 offset char 0,1 tc rgb 'orange'
+set arrow from 6.667523,0 to 6.667523,0.255618 nohead lc rgb '#666666' lw 1
+set arrow from 6.643725,0 to 6.643725,0.255618 nohead lc rgb '#666666' lw 1
+set arrow from 6.732386,0 to 6.732386,0.255618 nohead lc rgb '#666666' lw 1
+set arrow from 6.873091,0 to 6.873091,0.255618 nohead lc rgb '#666666' lw 1
+set arrow from 6.681236,0 to 6.681236,0.255618 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/sp/M/graph500-24/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/sp/M/graph500-24/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/wall_time.png b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..c69bc50
Binary files /dev/null and b/benches/results/sp/M/graph500-24/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/benchmark.json b/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index 5165009..0000000
--- a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,18603 +0,0 @@
-{
-  "algorithm": "sp",
-  "dataset": "datagen-sf3k-fb",
-  "size_class": "XL",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/sp_datagen-sf3k-fb",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": []
-  },
-  "graph": {
-    "vertices": 33000000,
-    "edges": 2000000000,
-    "nodes_str": "33M",
-    "edges_str": "2B"
-  },
-  "warmup": {
-    "wall_time_s": 1189.5971965869976,
-    "sampling_interval_s": 1.0
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 1207.339715347989,
-      "peak_rss_kb": 12264240,
-      "peak_disk_bytes": 92918561792.0,
-      "returncode": 0,
-      "n_samples": 1207
-    },
-    {
-      "index": 1,
-      "wall_time_s": 1145.8918661920034,
-      "peak_rss_kb": 13066612,
-      "peak_disk_bytes": 94030397440.0,
-      "returncode": 0,
-      "n_samples": 1146
-    },
-    {
-      "index": 2,
-      "wall_time_s": 1146.8886067300045,
-      "peak_rss_kb": 12790392,
-      "peak_disk_bytes": 93386970112.0,
-      "returncode": 0,
-      "n_samples": 1146
-    },
-    {
-      "index": 3,
-      "wall_time_s": 1176.8292160359997,
-      "peak_rss_kb": 12100784,
-      "peak_disk_bytes": 94776836096.0,
-      "returncode": 0,
-      "n_samples": 1176
-    },
-    {
-      "index": 4,
-      "wall_time_s": 1137.516973329999,
-      "peak_rss_kb": 12589612,
-      "peak_disk_bytes": 94776836096.0,
-      "returncode": 0,
-      "n_samples": 1137
-    }
-  ],
-  "stats": {
-    "wall_time_s": {
-      "n": 5,
-      "median": 1146.8886067300045,
-      "mean": 1162.8932755271992,
-      "std": 28.97779540657956,
-      "min": 1137.516973329999,
-      "max": 1207.339715347989,
-      "p90": 1195.1355156231934,
-      "p95": 1201.2376154855913
-    },
-    "peak_rss_kb": {
-      "n": 5,
-      "median": 12589612.0,
-      "mean": 12562328.0,
-      "std": 390172.8069355936,
-      "min": 12100784,
-      "max": 13066612,
-      "p90": 12956124.0,
-      "p95": 13011368.0
-    },
-    "peak_disk_bytes": {
-      "n": 5,
-      "median": 94030397440.0,
-      "mean": 93977920307.2,
-      "std": 829269154.3745655,
-      "min": 92918561792.0,
-      "max": 94776836096.0,
-      "p90": 94776836096.0,
-      "p95": 94776836096.0
-    },
-    "medges_per_sec": 1.7438485204787035
-  },
-  "series": {
-    "alignment": "dtw",
-    "ref_run": 2,
-    "band_frac": 0.25,
-    "grid_size": 100,
-    "rss_bands_gib": [
-      [
-        0.001821136474609375,
-        0.0004842375738734676,
-        0.003158035375345282
-      ],
-      [
-        7.524019539984498,
-        7.45838396195262,
-        7.589655118016376
-      ],
-      [
-        8.442663204724791,
-        7.819234399724552,
-        9.06609200972503
-      ],
-      [
-        9.72735058715742,
-        9.380496881003605,
-        10.074204293311237
-      ],
-      [
-        10.052360625099372,
-        9.914185775471097,
-        10.190535474727646
-      ],
-      [
-        10.072667896020743,
-        9.93065779872093,
-        10.214677993320556
-      ],
-      [
-        10.557943966442684,
-        10.048757559870225,
-        11.067130373015143
-      ],
-      [
-        10.595901821480885,
-        10.186720608630916,
-        11.005083034330854
-      ],
-      [
-        11.351444096562664,
-        10.960472712356767,
-        11.742415480768562
-      ],
-      [
-        11.425960231325572,
-        10.836579973146083,
-        12.01534048950506
-      ],
-      [
-        11.329442601761238,
-        10.757292728779927,
-        11.90159247474255
-      ],
-      [
-        11.333118252527733,
-        10.75566136574392,
-        11.910575139311545
-      ],
-      [
-        11.352947434645017,
-        10.745236616373038,
-        11.960658252916996
-      ],
-      [
-        11.315424126521048,
-        10.75838786260484,
-        11.872460390437256
-      ],
-      [
-        11.32378416753247,
-        10.757047840633966,
-        11.890520494430973
-      ],
-      [
-        11.226889631898171,
-        10.733132615205362,
-        11.72064664859098
-      ],
-      [
-        11.259830564656774,
-        10.75120207429047,
-        11.768459055023078
-      ],
-      [
-        11.139967010051347,
-        10.729342980699936,
-        11.550591039402757
-      ],
-      [
-        11.011801570135137,
-        10.753112990269907,
-        11.270490150000368
-      ],
-      [
-        11.037392216046268,
-        10.710418015574701,
-        11.364366416517834
-      ],
-      [
-        10.88640325367489,
-        10.678524906316513,
-        11.094281601033268
-      ],
-      [
-        10.928684063374245,
-        10.753557909438642,
-        11.103810217309848
-      ],
-      [
-        10.98360038589175,
-        10.760758301817141,
-        11.206442469966358
-      ],
-      [
-        11.014635237366836,
-        10.735310606477654,
-        11.293959868256017
-      ],
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-        11.01184000182083,
-        10.738077642249651,
-        11.285602361392007
-      ],
-      [
-        11.013485712301602,
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-        11.291213591082316
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-        10.917478840266956,
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-      ]
-    }
-  ],
-  "environment": {
-    "timestamp": "2026-08-13T20:41:16.520348+00:00",
-    "platform": "Linux-7.0.0-1010-aws-x86_64-with-glibc2.43",
-    "python": "3.14.4",
-    "cpu_count": 4,
-    "gnuplot": true,
-    "git_commit": "10ecf3ccde9e0270b532f23cffe9694718f2a9ad"
-  }
-}
\ No newline at end of file
diff --git a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.dat b/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index c97dec4..0000000
--- a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.000000 0.000000 0.000000
-2.020202 0.000000 0.000000 0.000000
-3.030303 0.385156 0.000000 0.987980
-4.040404 3.838124 3.837169 3.839080
-5.050505 5.980732 5.849842 6.111622
-6.060606 10.985834 6.694016 15.277653
-7.070707 16.435434 7.423615 25.447254
-8.080808 18.802577 8.349054 29.256100
-9.090909 21.679293 11.708205 31.650380
-10.101010 22.792451 13.840883 31.744018
-11.111111 22.792451 13.840883 31.744018
-12.121212 23.160065 14.089160 32.230970
-13.131313 24.330005 16.496058 32.163952
-14.141414 24.767777 16.553870 32.981685
-15.151515 25.201957 17.717272 32.686642
-16.161616 25.201957 17.717272 32.686642
-17.171717 27.143802 20.065881 34.221724
-18.181818 29.536934 23.829430 35.244439
-19.191919 30.438628 24.495514 36.381742
-20.202020 30.758128 25.505581 36.010674
-21.212121 30.758128 25.505581 36.010674
-22.222222 30.789555 25.602873 35.976236
-23.232323 31.535546 27.738991 35.332101
-24.242424 31.939918 28.665852 35.213983
-25.252525 31.939918 28.665852 35.213983
-26.262626 31.939918 28.665852 35.213983
-27.272727 32.320634 28.653051 35.988218
-28.282828 33.061686 29.608078 36.515294
-29.292929 34.342935 31.310583 37.375287
-30.303030 36.022778 30.933391 41.112165
-31.313131 37.849619 29.703963 45.995276
-32.323232 40.600613 29.608268 51.592959
-33.333333 40.710765 29.731400 51.690129
-34.343434 41.040933 30.056738 52.025128
-35.353535 41.040933 30.056738 52.025128
-36.363636 41.040933 30.056738 52.025128
-37.373737 41.828780 30.571427 53.086134
-38.383838 42.194818 30.690795 53.698841
-39.393939 42.962999 30.069066 55.856932
-40.404040 42.962999 30.069066 55.856932
-41.414141 43.709221 30.244775 57.173668
-42.424242 44.054082 30.243648 57.864517
-43.434343 44.072814 30.242207 57.903422
-44.444444 44.072814 30.242207 57.903422
-45.454545 44.459720 30.182456 58.736985
-46.464646 44.841492 30.070979 59.612005
-47.474747 45.277775 29.886195 60.669355
-48.484848 45.277775 29.886195 60.669355
-49.494949 45.277775 29.886195 60.669355
-50.505051 45.558746 29.737971 61.379521
-51.515152 46.046155 29.432570 62.659739
-52.525253 47.250609 31.011323 63.489895
-53.535354 47.448459 30.989172 63.907745
-54.545455 48.068843 32.222688 63.914997
-55.555556 49.155062 32.320230 65.989894
-56.565657 52.015920 37.348190 66.683650
-57.575758 55.597655 41.920201 69.275108
-58.585859 57.807416 44.506460 71.108372
-59.595960 59.895864 47.414781 72.376948
-60.606061 63.269810 48.535609 78.004010
-61.616162 65.502828 52.134499 78.871157
-62.626263 67.238474 53.735860 80.741088
-63.636364 67.907609 54.482480 81.332737
-64.646465 69.293140 56.967344 81.618935
-65.656566 70.023828 57.348406 82.699249
-66.666667 70.817044 58.525929 83.108158
-67.676768 70.817044 58.525929 83.108158
-68.686869 71.982269 61.216779 82.747760
-69.696970 74.613164 63.889543 85.336785
-70.707071 63.833672 35.649468 92.017875
-71.717172 61.088750 21.930998 100.246501
-72.727273 51.178277 4.178907 98.177648
-73.737374 12.728208 0.872218 24.584199
-74.747475 20.577195 0.735172 40.419218
-75.757576 22.566935 2.070609 43.063261
-76.767677 23.431690 2.688162 44.175219
-77.777778 23.862087 3.419958 44.304216
-78.787879 24.292130 4.095016 44.489244
-79.797980 25.140717 4.528475 45.752958
-80.808081 26.009142 6.135216 45.883067
-81.818182 26.888945 7.727183 46.050706
-82.828283 27.918115 9.188416 46.647814
-83.838384 28.799522 10.628737 46.970308
-84.848485 29.674294 11.961521 47.387067
-85.858586 30.554080 13.206612 47.901549
-86.868687 31.431109 14.343142 48.519075
-87.878788 31.852532 14.572127 49.132938
-88.888889 32.726819 15.544346 49.909293
-89.898990 34.473367 18.886216 50.060518
-90.909091 37.065936 24.558840 49.573033
-91.919192 39.790095 31.129467 48.450724
-92.929293 41.943761 36.430921 47.456602
-93.939394 43.491927 41.091664 45.892189
-94.949495 44.425516 44.425501 44.425531
-95.959596 44.425516 44.425501 44.425531
-96.969697 44.425516 44.425501 44.425531
-97.979798 44.425516 44.425501 44.425531
-98.989899 44.425516 44.425501 44.425531
-100.000000 0.041461 0.041460 0.041461
diff --git a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.gnuplot b/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index 179d322..0000000
--- a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.png'
-set title "sp / datagen-sf3k-fb (XL) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.png b/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index 4b1fdb9..0000000
Binary files a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.dat b/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index fd63030..0000000
--- a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.001821 0.000484 0.003158
-1.010101 7.524020 7.458384 7.589655
-2.020202 8.442663 7.819234 9.066092
-3.030303 9.727351 9.380497 10.074204
-4.040404 10.052361 9.914186 10.190535
-5.050505 10.072668 9.930658 10.214678
-6.060606 10.557944 10.048758 11.067130
-7.070707 10.595902 10.186721 11.005083
-8.080808 11.351444 10.960473 11.742415
-9.090909 11.425960 10.836580 12.015340
-10.101010 11.329443 10.757293 11.901592
-11.111111 11.333118 10.755661 11.910575
-12.121212 11.352947 10.745237 11.960658
-13.131313 11.315424 10.758388 11.872460
-14.141414 11.323784 10.757048 11.890520
-15.151515 11.226890 10.733133 11.720647
-16.161616 11.259831 10.751202 11.768459
-17.171717 11.139967 10.729343 11.550591
-18.181818 11.011802 10.753113 11.270490
-19.191919 11.037392 10.710418 11.364366
-20.202020 10.886403 10.678525 11.094282
-21.212121 10.928684 10.753558 11.103810
-22.222222 10.983600 10.760758 11.206442
-23.232323 11.014635 10.735311 11.293960
-24.242424 11.011840 10.738078 11.285602
-25.252525 11.013486 10.736458 11.290514
-26.262626 11.013719 10.736225 11.291214
-27.272727 10.980641 10.686935 11.274347
-28.282828 10.917479 10.728154 11.106803
-29.292929 10.942157 10.764715 11.119599
-30.303030 10.946738 10.719233 11.174243
-31.313131 10.925925 10.687767 11.164084
-32.323232 10.911308 10.688909 11.133708
-33.333333 10.905968 10.689877 11.122059
-34.343434 10.806420 10.555067 11.057774
-35.353535 10.810714 10.566246 11.055181
-36.363636 10.839646 10.632014 11.047278
-37.373737 10.896725 10.690065 11.103386
-38.383838 10.896751 10.690068 11.103435
-39.393939 10.883864 10.700860 11.066867
-40.404040 10.884100 10.700832 11.067369
-41.414141 10.882269 10.701007 11.063532
-42.424242 10.873245 10.700330 11.046161
-43.434343 10.876154 10.700840 11.051468
-44.444444 10.883445 10.700906 11.065984
-45.454545 10.884462 10.700785 11.068139
-46.464646 10.884449 10.700787 11.068112
-47.474747 10.865495 10.697507 11.033483
-48.484848 10.833631 10.661418 11.005843
-49.494949 10.845738 10.679817 11.011660
-50.505051 10.871966 10.701980 11.041952
-51.515152 10.879854 10.709270 11.050437
-52.525253 10.920567 10.714616 11.126517
-53.535354 10.920864 10.714632 11.127097
-54.545455 10.924714 10.719847 11.129581
-55.555556 10.963562 10.718754 11.208369
-56.565657 11.001813 10.778170 11.225456
-57.575758 11.154019 10.909937 11.398102
-58.585859 11.469713 10.966256 11.973170
-59.595960 11.571321 11.071621 12.071020
-60.606061 11.919498 11.438924 12.400072
-61.616162 11.972424 11.547855 12.396993
-62.626263 11.929434 11.492467 12.366402
-63.636364 11.930966 11.490999 12.370933
-64.646465 11.925965 11.481928 12.370002
-65.656566 11.926769 11.484602 12.368937
-66.666667 11.898738 11.470652 12.326824
-67.676768 11.906774 11.482823 12.330725
-68.686869 11.861469 11.395627 12.327312
-69.696970 11.637651 11.180759 12.094544
-70.707071 11.202433 11.004312 11.400553
-71.717172 11.176489 10.974996 11.377982
-72.727273 11.055446 10.774461 11.336431
-73.737374 10.907287 10.592917 11.221657
-74.747475 10.885613 10.582563 11.188662
-75.757576 10.885813 10.590364 11.181262
-76.767677 10.882744 10.592059 11.173429
-77.777778 10.883194 10.592119 11.174269
-78.787879 10.881606 10.591888 11.171324
-79.797980 10.880089 10.592856 11.167321
-80.808081 10.864734 10.567882 11.161585
-81.818182 10.863262 10.566674 11.159849
-82.828283 10.865428 10.560753 11.170103
-83.838384 10.862887 10.558558 11.167217
-84.848485 10.862247 10.557184 11.167310
-85.858586 10.843617 10.556739 11.130495
-86.868687 10.840865 10.554066 11.127664
-87.878788 10.840129 10.553978 11.126281
-88.888889 10.837418 10.551614 11.123221
-89.898990 10.827633 10.552143 11.103124
-90.909091 10.816751 10.533050 11.100452
-91.919192 10.814072 10.525377 11.102767
-92.929293 10.780425 10.509157 11.051694
-93.939394 10.776639 10.507206 11.046073
-94.949495 10.763086 10.487691 11.038482
-95.959596 10.727772 10.414739 11.040805
-96.969697 10.696929 10.373184 11.020674
-97.979798 10.655947 10.322758 10.989136
-98.989899 10.636659 10.296900 10.976418
-100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.gnuplot b/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index 0c5c333..0000000
--- a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.png'
-set title "sp / datagen-sf3k-fb (XL) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.png b/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index 01322c8..0000000
Binary files a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat b/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 6069408..0000000
--- a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-1066.56734 1.87183607e-06
-1067.39762 2.26508655e-06
-1068.2279 2.73519059e-06
-1069.05819 3.29592049e-06
-1069.88847 3.96326159e-06
-1070.71875 4.75571881e-06
-1071.54903 5.69465684e-06
-1072.37932 6.80467597e-06
-1073.2096 8.11402578e-06
-1074.03988 9.65505833e-06
-1074.87016 1.14647225e-05
-1075.70044 1.35851008e-05
-1076.53073 1.60639887e-05
-1077.36101 1.89555186e-05
-1078.19129 2.2320825e-05
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diff --git a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index 4c6b012..0000000
--- a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.png'
-set title "sp / datagen-sf3k-fb (XL) — max_mem_24G workers_4\nmedian=1146.889s  mean=1162.893s  std=28.978s  min=1137.517s  max=1207.340s  p90=1195.136s  p95=1201.238s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.0182097]
-set xrange [1066.567338:1278.289350]
-set grid y
-set key top right
-set arrow from 1146.888607,0 to 1146.888607,0.0182097 nohead lc rgb 'red' lw 2
-set label 'median 1146.889s' at 1146.888607,0.0182097 offset char 0,1 tc rgb 'red'
-set arrow from 1195.135516,0 to 1195.135516,0.0182097 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 1195.136s' at 1195.135516,0.0182097 offset char 0,1 tc rgb 'orange'
-set arrow from 1201.237615,0 to 1201.237615,0.0182097 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 1201.238s' at 1201.237615,0.0182097 offset char 0,1 tc rgb 'orange'
-set arrow from 1207.339715,0 to 1207.339715,0.000560297 nohead lc rgb '#666666' lw 1
-set arrow from 1145.891866,0 to 1145.891866,0.000560297 nohead lc rgb '#666666' lw 1
-set arrow from 1146.888607,0 to 1146.888607,0.000560297 nohead lc rgb '#666666' lw 1
-set arrow from 1176.829216,0 to 1176.829216,0.000560297 nohead lc rgb '#666666' lw 1
-set arrow from 1137.516973,0 to 1137.516973,0.000560297 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.png b/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index 0962a08..0000000
Binary files a/benches/results/sp/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/benchmark.json b/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index 297cb87..0000000
--- a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,10677 +0,0 @@
-{
-  "algorithm": "sp",
-  "dataset": "graph500-26",
-  "size_class": "XL",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/sp_graph500-26",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": []
-  },
-  "graph": {
-    "vertices": 32000000,
-    "edges": 1000000000,
-    "nodes_str": "32M",
-    "edges_str": "1B"
-  },
-  "warmup": {
-    "wall_time_s": 614.078215157002,
-    "sampling_interval_s": 1.0
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 626.3342595409995,
-      "peak_rss_kb": 11692312,
-      "peak_disk_bytes": 31535863808.0,
-      "returncode": 0,
-      "n_samples": 627
-    },
-    {
-      "index": 1,
-      "wall_time_s": 634.4487226630008,
-      "peak_rss_kb": 11889712,
-      "peak_disk_bytes": 31269479424.0,
-      "returncode": 0,
-      "n_samples": 635
-    },
-    {
-      "index": 2,
-      "wall_time_s": 639.615553407999,
-      "peak_rss_kb": 11992108,
-      "peak_disk_bytes": 33413617664.0,
-      "returncode": 0,
-      "n_samples": 640
-    },
-    {
-      "index": 3,
-      "wall_time_s": 650.5951850380006,
-      "peak_rss_kb": 12415188,
-      "peak_disk_bytes": 31407510528.0,
-      "returncode": 0,
-      "n_samples": 650
-    },
-    {
-      "index": 4,
-      "wall_time_s": 619.0271226729965,
-      "peak_rss_kb": 11970964,
-      "peak_disk_bytes": 31965209600.0,
-      "returncode": 0,
-      "n_samples": 618
-    }
-  ],
-  "stats": {
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-      "median": 634.4487226630008,
-      "mean": 634.0041686645993,
-      "std": 12.14584809613238,
-      "min": 619.0271226729965,
-      "max": 650.5951850380006,
-      "p90": 646.2033323859999,
-      "p95": 648.3992587120003
-    },
-    "peak_rss_kb": {
-      "n": 5,
-      "median": 11970964.0,
-      "mean": 11992056.8,
-      "std": 264483.6121864642,
-      "min": 11692312,
-      "max": 12415188,
-      "p90": 12245956.0,
-      "p95": 12330572.0
-    },
-    "peak_disk_bytes": {
-      "n": 5,
-      "median": 31535863808.0,
-      "mean": 31918336204.8,
-      "std": 875543671.9243522,
-      "min": 31269479424.0,
-      "max": 33413617664.0,
-      "p90": 32834254438.4,
-      "p95": 33123936051.199997
-    },
-    "medges_per_sec": 1.5761715080813055
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-  "series": {
-    "alignment": "dtw",
-    "ref_run": 1,
-    "band_frac": 0.25,
-    "grid_size": 100,
-    "rss_bands_gib": [
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-  "environment": {
-    "timestamp": "2026-08-12T21:50:01.785957+00:00",
-    "platform": "Linux-7.0.0-1010-aws-x86_64-with-glibc2.43",
-    "python": "3.14.4",
-    "cpu_count": 4,
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-  }
-}
\ No newline at end of file
diff --git a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/disk.dat b/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index 9b481dd..0000000
--- a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.000000 0.000000 0.000000
-2.020202 0.000000 0.000000 0.000000
-3.030303 0.000000 0.000000 0.000000
-4.040404 0.000000 0.000000 0.000000
-5.050505 0.000000 0.000000 0.000000
-6.060606 0.183452 0.000000 0.655106
-7.070707 1.382359 0.004856 2.759862
-8.080808 3.114441 1.112634 5.116248
-9.090909 3.253998 1.133780 5.374216
-10.101010 3.905798 1.149323 6.662274
-11.111111 3.913182 1.148035 6.678329
-12.121212 4.775219 2.762670 6.787768
-13.131313 5.493225 4.466307 6.520143
-14.141414 6.492607 3.880022 9.105193
-15.151515 7.999385 5.014943 10.983828
-16.161616 12.727200 6.092116 19.362283
-17.171717 15.940686 6.852397 25.028975
-18.181818 16.718005 7.218118 26.217892
-19.191919 17.316862 7.676279 26.957445
-20.202020 17.509831 8.075179 26.944483
-21.212121 18.318736 7.884162 28.753309
-22.222222 21.760725 13.119712 30.401738
-23.232323 23.372747 15.440158 31.305335
-24.242424 23.666151 15.655145 31.677157
-25.252525 24.064989 15.700771 32.429208
-26.262626 25.098553 17.989721 32.207385
-27.272727 25.230789 18.431968 32.029610
-28.282828 25.342967 18.804799 31.881135
-29.292929 24.547795 19.126127 29.969464
-30.303030 24.554671 19.135503 29.973838
-31.313131 24.554671 19.135503 29.973838
-32.323232 24.554671 19.135503 29.973838
-33.333333 24.554671 19.135503 29.973838
-34.343434 24.554671 19.135503 29.973838
-35.353535 24.622265 19.344941 29.899588
-36.363636 25.339638 21.406448 29.272827
-37.373737 25.339638 21.406448 29.272827
-38.383838 25.396685 21.552534 29.240836
-39.393939 25.716234 22.296577 29.135891
-40.404040 25.716234 22.296577 29.135891
-41.414141 25.716234 22.296577 29.135891
-42.424242 25.716234 22.296577 29.135891
-43.434343 25.716234 22.296577 29.135891
-44.444444 25.716234 22.296577 29.135891
-45.454545 25.899588 22.653927 29.145249
-46.464646 26.510339 23.367555 29.653123
-47.474747 26.510339 23.367555 29.653123
-48.484848 26.853484 23.437131 30.269836
-49.494949 26.853484 23.437131 30.269836
-50.505051 26.853484 23.437131 30.269836
-51.515152 27.944285 24.715328 31.173241
-52.525253 15.712019 2.952759 28.471278
-53.535354 10.793957 0.000000 23.779029
-54.545455 5.567979 0.000000 13.491941
-55.555556 3.403124 2.148145 4.658102
-56.565657 4.795247 3.319024 6.271470
-57.575758 6.334902 4.600258 8.069546
-58.585859 7.890766 5.853980 9.927552
-59.595960 9.308229 6.957529 11.658929
-60.606061 10.360378 7.939945 12.780811
-61.616162 13.048606 11.587276 14.509936
-62.626263 13.877955 12.010116 15.745794
-63.636364 14.650815 12.947818 16.353811
-64.646465 15.478594 13.510423 17.446766
-65.656566 15.772395 13.638209 17.906581
-66.666667 15.775360 13.639282 17.911438
-67.676768 15.773838 13.638735 17.908942
-68.686869 16.167604 15.054651 17.280557
-69.696970 16.601105 16.537211 16.664999
-70.707071 16.621993 16.602441 16.641546
-71.717172 16.611735 16.604822 16.618648
-72.727273 16.607477 16.599745 16.615209
-73.737374 16.607477 16.599745 16.615209
-74.747475 16.607947 16.601116 16.614779
-75.757576 16.607947 16.601116 16.614779
-76.767677 16.607947 16.601116 16.614779
-77.777778 16.607947 16.601116 16.614779
-78.787879 16.607947 16.601116 16.614779
-79.797980 16.607947 16.601116 16.614779
-80.808081 16.607947 16.601116 16.614779
-81.818182 16.609315 16.604295 16.614335
-82.828283 16.632249 16.574328 16.690171
-83.838384 16.612150 16.604395 16.619905
-84.848485 16.612150 16.604395 16.619905
-85.858586 16.614984 16.606705 16.623264
-86.868687 16.614984 16.606705 16.623264
-87.878788 16.614984 16.606705 16.623264
-88.888889 16.614984 16.606705 16.623264
-89.898990 16.614984 16.606705 16.623264
-90.909091 16.614984 16.606705 16.623264
-91.919192 16.634349 16.579876 16.688821
-92.929293 16.614708 16.606767 16.622649
-93.939394 16.614708 16.606767 16.622649
-94.949495 16.637070 16.575654 16.698485
-95.959596 16.619768 16.616992 16.622544
-96.969697 16.627525 16.609195 16.645855
-97.979798 16.608061 16.608019 16.608103
-98.989899 16.608061 16.608019 16.608103
-100.000000 0.044145 0.044144 0.044146
diff --git a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/disk.gnuplot b/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index ae70526..0000000
--- a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/sp/XL/graph500-26/max_mem_24G_workers_4/disk.png'
-set title "sp / graph500-26 (XL) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/sp/XL/graph500-26/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/disk.png b/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index afeb0fd..0000000
Binary files a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/rss.dat b/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index 22d620c..0000000
--- a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.698656 0.000000 2.485374
-1.010101 5.505827 1.927660 9.083994
-2.020202 6.176605 2.200678 10.152531
-3.030303 7.851228 7.410138 8.292317
-4.040404 8.422632 8.238066 8.607197
-5.050505 8.968402 8.692375 9.244430
-6.060606 9.361248 8.826459 9.896036
-7.070707 9.831486 9.389094 10.273878
-8.080808 9.919096 9.441235 10.396956
-9.090909 10.005164 9.724758 10.285571
-10.101010 10.022021 9.725570 10.318471
-11.111111 10.031347 9.734194 10.328500
-12.121212 10.136212 10.021455 10.250968
-13.131313 10.191831 10.017924 10.365739
-14.141414 10.414990 10.062948 10.767031
-15.151515 10.692811 10.220371 11.165251
-16.161616 10.776127 10.324925 11.227328
-17.171717 10.961738 10.626249 11.297228
-18.181818 11.119515 10.966240 11.272791
-19.191919 11.116732 10.959548 11.273916
-20.202020 11.211840 11.029832 11.393849
-21.212121 11.362442 11.148194 11.576689
-22.222222 11.375615 11.061270 11.689960
-23.232323 11.306463 10.890589 11.722337
-24.242424 11.306725 10.882306 11.731144
-25.252525 11.299785 10.889757 11.709813
-26.262626 11.297704 10.887607 11.707800
-27.272727 11.296198 10.886512 11.705883
-28.282828 11.300538 10.896738 11.704337
-29.292929 11.168090 10.808396 11.527783
-30.303030 11.211941 10.907496 11.516386
-31.313131 11.218288 10.922708 11.513868
-32.323232 11.222681 10.932856 11.512505
-33.333333 11.227391 10.943369 11.511413
-34.343434 11.243910 10.976873 11.510947
-35.353535 11.242429 10.974099 11.510758
-36.363636 11.240822 10.971036 11.510608
-37.373737 11.241419 10.972181 11.510657
-38.383838 11.244515 10.977992 11.511038
-39.393939 11.202528 10.883848 11.521207
-40.404040 11.202510 10.883804 11.521217
-41.414141 11.204860 10.889820 11.519900
-42.424242 11.207836 10.897335 11.518337
-43.434343 11.231255 10.951692 11.510819
-44.444444 11.264805 11.010566 11.519044
-45.454545 11.271961 11.019613 11.524309
-46.464646 11.242495 10.974224 11.510766
-47.474747 11.255401 10.996701 11.514101
-48.484848 11.255926 10.997532 11.514319
-49.494949 11.256225 10.998004 11.514447
-50.505051 11.256253 10.998047 11.514459
-51.515152 11.095088 10.512712 11.677464
-52.525253 10.649841 10.098093 11.201590
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-88.888889 9.045437 8.450163 9.640710
-89.898990 9.045448 8.450170 9.640725
-90.909091 9.046460 8.450668 9.642253
-91.919192 9.047820 8.451501 9.644139
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-94.949495 9.063879 8.447087 9.680670
-95.959596 9.122508 8.465747 9.779269
-96.969697 9.137960 8.462373 9.813546
-97.979798 9.138078 8.462531 9.813625
-98.989899 9.138078 8.462531 9.813625
-100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/rss.gnuplot b/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index c558a89..0000000
--- a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/sp/XL/graph500-26/max_mem_24G_workers_4/rss.png'
-set title "sp / graph500-26 (XL) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/sp/XL/graph500-26/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/rss.png b/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index f567609..0000000
Binary files a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat b/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 1f6de42..0000000
--- a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-588.568698 3.56302318e-06
-588.931384 4.30865905e-06
-589.294069 5.19867977e-06
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diff --git a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index 221bf20..0000000
--- a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/sp/XL/graph500-26/max_mem_24G_workers_4/wall_time.png'
-set title "sp / graph500-26 (XL) — max_mem_24G workers_4\nmedian=634.449s  mean=634.004s  std=12.146s  min=619.027s  max=650.595s  p90=646.203s  p95=648.399s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.0354766]
-set xrange [588.568698:681.053610]
-set grid y
-set key top right
-set arrow from 634.448723,0 to 634.448723,0.0354766 nohead lc rgb 'red' lw 2
-set label 'median 634.449s' at 634.448723,0.0354766 offset char 0,1 tc rgb 'red'
-set arrow from 646.203332,0 to 646.203332,0.0354766 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 646.203s' at 646.203332,0.0354766 offset char 0,1 tc rgb 'orange'
-set arrow from 648.399259,0 to 648.399259,0.0354766 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 648.399s' at 648.399259,0.0354766 offset char 0,1 tc rgb 'orange'
-set arrow from 626.334260,0 to 626.334260,0.00109159 nohead lc rgb '#666666' lw 1
-set arrow from 634.448723,0 to 634.448723,0.00109159 nohead lc rgb '#666666' lw 1
-set arrow from 639.615553,0 to 639.615553,0.00109159 nohead lc rgb '#666666' lw 1
-set arrow from 650.595185,0 to 650.595185,0.00109159 nohead lc rgb '#666666' lw 1
-set arrow from 619.027123,0 to 619.027123,0.00109159 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/sp/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/sp/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/wall_time.png b/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index f63e489..0000000
Binary files a/benches/results/sp/XL/graph500-26/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/benchmark.json b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..d66ba13
--- /dev/null
+++ b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5637 @@
+{
+  "algorithm": "sp",
+  "dataset": "graph500-26",
+  "size_class": "XL",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/sp_graph500-26",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": []
+  },
+  "graph": {
+    "vertices": 32000000,
+    "edges": 1000000000,
+    "nodes_str": "32M",
+    "edges_str": "1B"
+  },
+  "warmup": {
+    "wall_time_s": 73.51763182500144,
+    "sampling_interval_s": 0.24505877275000482
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
+      "index": 0,
+      "wall_time_s": 72.86218276,
+      "peak_rss_kb": 14416020,
+      "peak_disk_bytes": 21643520000.0,
+      "returncode": 0,
+      "n_samples": 298
+    },
+    {
+      "index": 1,
+      "wall_time_s": 73.70077002502512,
+      "peak_rss_kb": 15564636,
+      "peak_disk_bytes": 20325531648.0,
+      "returncode": 0,
+      "n_samples": 301
+    },
+    {
+      "index": 2,
+      "wall_time_s": 72.87552299699746,
+      "peak_rss_kb": 14749560,
+      "peak_disk_bytes": 21323857920.0,
+      "returncode": 0,
+      "n_samples": 298
+    },
+    {
+      "index": 3,
+      "wall_time_s": 72.68287628502003,
+      "peak_rss_kb": 14455728,
+      "peak_disk_bytes": 19693159424.0,
+      "returncode": 0,
+      "n_samples": 297
+    },
+    {
+      "index": 4,
+      "wall_time_s": 72.51550592802232,
+      "peak_rss_kb": 14378204,
+      "peak_disk_bytes": 21645146112.0,
+      "returncode": 0,
+      "n_samples": 296
+    }
+  ],
+  "stats": {
+    "wall_time_s": {
+      "n": 5,
+      "median": 72.86218276,
+      "mean": 72.92737159901299,
+      "std": 0.4567532914840297,
+      "min": 72.51550592802232,
+      "max": 73.70077002502512,
+      "p90": 73.37067121381406,
+      "p95": 73.53572061941959
+    },
+    "peak_rss_kb": {
+      "n": 5,
+      "median": 14455728.0,
+      "mean": 14712829.6,
+      "std": 498270.69172167854,
+      "min": 14378204,
+      "max": 15564636,
+      "p90": 15238605.600000001,
+      "p95": 15401620.8
+    },
+    "peak_disk_bytes": {
+      "n": 5,
+      "median": 21323857920.0,
+      "mean": 20926243020.8,
+      "std": 876178468.9207879,
+      "min": 19693159424.0,
+      "max": 21645146112.0,
+      "p90": 21644495667.2,
+      "p95": 21644820889.6
+    },
+    "medges_per_sec": 13.724540799084894
+  },
+  "series": {
+    "alignment": "dtw",
+    "ref_run": 0,
+    "band_frac": 0.25,
+    "grid_size": 100,
+    "rss_bands_gib": [
+      [
+        0.28446766196027945,
+        -0.44342933010281455,
+        1.0123646540233735
+      ],
+      [
+        3.413341232052036,
+        1.9105562198212724,
+        4.9161262442828
+      ],
+      [
+        6.206172893114489,
+        4.874571653044205,
+        7.537774133184772
+      ],
+      [
+        8.368444754286127,
+        7.955644993335938,
+        8.781244515236315
+      ],
+      [
+        9.172668682005938,
+        8.973981023624482,
+        9.371356340387393
+      ],
+      [
+        9.68376878182551,
+        9.370347066470107,
+        9.997190497180913
+      ],
+      [
+        10.400338489340527,
+        9.800784419279609,
+        10.999892559401445
+      ],
+      [
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+        9134254080.0,
+        42258432.0,
+        42258432.0,
+        42258432.0
+      ]
+    }
+  ],
+  "environment": {
+    "timestamp": "2026-09-30T11:08:26.321504+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/disk.dat b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..88cb5a1
--- /dev/null
+++ b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000001
+1.010101 0.000000 0.000000 0.000001
+2.020202 0.000000 0.000000 0.000001
+3.030303 0.000000 0.000000 0.000001
+4.040404 0.000000 0.000000 0.000001
+5.050505 0.000000 0.000000 0.000001
+6.060606 0.000000 0.000000 0.000001
+7.070707 0.297692 0.000000 1.063057
+8.080808 1.085320 0.000000 3.180564
+9.090909 3.151292 1.488774 4.813810
+10.101010 4.939128 4.103401 5.774854
+11.111111 5.668483 5.002129 6.334837
+12.121212 6.087502 5.453471 6.721533
+13.131313 6.280131 5.765079 6.795183
+14.141414 6.375501 6.004559 6.746442
+15.151515 6.459764 6.174546 6.744982
+16.161616 6.585725 6.277303 6.894147
+17.171717 6.654254 6.246474 7.062034
+18.181818 6.792598 6.452108 7.133088
+19.191919 6.959366 6.754032 7.164701
+20.202020 7.164223 7.030072 7.298374
+21.212121 7.448721 7.199999 7.697442
+22.222222 7.904061 7.576599 8.231524
+23.232323 8.363245 8.082305 8.644185
+24.242424 8.715856 8.480820 8.950893
+25.252525 9.048581 8.846260 9.250902
+26.262626 9.268589 9.049826 9.487352
+27.272727 9.469749 9.249612 9.689886
+28.282828 9.661783 9.427304 9.896261
+29.292929 9.845595 9.610128 10.081063
+30.303030 9.960279 9.812754 10.107805
+31.313131 10.618032 9.728686 11.507379
+32.323232 11.239771 9.469912 13.009629
+33.333333 11.397538 9.475592 13.319485
+34.343434 11.538330 9.474734 13.601926
+35.353535 11.702540 9.462773 13.942307
+36.363636 11.844651 9.474117 14.215184
+37.373737 11.973440 9.488056 14.458824
+38.383838 12.072225 9.675484 14.468966
+39.393939 12.200018 9.928428 14.471609
+40.404040 12.335897 10.197867 14.473926
+41.414141 12.460007 10.443422 14.476591
+42.424242 12.584568 10.680558 14.488579
+43.434343 12.711115 10.917333 14.504897
+44.444444 12.836700 11.151125 14.522274
+45.454545 12.977862 11.428434 14.527291
+46.464646 13.302334 11.942243 14.662425
+47.474747 13.712706 12.307097 15.118315
+48.484848 13.973842 12.896177 15.051508
+49.494949 14.420493 13.365691 15.475295
+50.505051 14.822537 14.070837 15.574238
+51.515152 15.213738 14.461565 15.965911
+52.525253 15.646550 14.892221 16.400879
+53.535354 15.940098 15.251645 16.628552
+54.545455 16.338704 15.755490 16.921918
+55.555556 16.614270 16.118339 17.110202
+56.565657 17.017645 16.797770 17.237520
+57.575758 17.442737 17.250796 17.634678
+58.585859 17.641861 17.320824 17.962898
+59.595960 17.677883 17.227891 18.127876
+60.606061 17.852593 17.427073 18.278113
+61.616162 18.035771 17.533109 18.538432
+62.626263 18.219615 17.854346 18.584883
+63.636364 18.411315 18.141394 18.681236
+64.646465 18.541902 18.209428 18.874375
+65.656566 18.654873 18.166159 19.143586
+66.666667 18.655418 17.978557 19.332278
+67.676768 18.691411 17.715836 19.666987
+68.686869 18.677464 17.393011 19.961918
+69.696970 18.807108 17.672902 19.941313
+70.707071 18.776507 17.649348 19.903667
+71.717172 17.724072 15.249410 20.198734
+72.727273 15.717878 10.451092 20.984664
+73.737374 15.586537 9.976877 21.196197
+74.747475 15.354819 9.315272 21.394367
+75.757576 15.061331 8.914937 21.207724
+76.767677 14.935266 8.931403 20.939130
+77.777778 14.762439 8.930316 20.594561
+78.787879 14.412878 8.085443 20.740314
+79.797980 14.128671 8.021463 20.235878
+80.808081 13.654032 7.729049 19.579016
+81.818182 13.241778 7.273709 19.209847
+82.828283 13.254103 7.290048 19.218158
+83.838384 13.293008 7.340536 19.245479
+84.848485 13.179142 7.188123 19.170162
+85.858586 12.966139 6.865828 19.066450
+86.868687 12.604707 6.214990 18.994424
+87.878788 12.422427 5.841653 19.003201
+88.888889 11.673941 6.345871 17.002010
+89.898990 10.336773 6.691951 13.981594
+90.909091 8.297052 8.107329 8.486776
+91.919192 8.409299 8.243533 8.575065
+92.929293 8.511906 8.505040 8.518772
+93.939394 8.514577 8.514575 8.514578
+94.949495 8.514577 8.514575 8.514578
+95.959596 8.514577 8.514575 8.514578
+96.969697 8.506935 8.506934 8.506937
+97.979798 6.355282 2.257606 10.452958
+98.989899 5.582088 1.677700 9.486475
+100.000000 1.534731 0.000000 5.007848
diff --git a/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/disk.gnuplot b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..81b4152
--- /dev/null
+++ b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/XL/graph500-26/max_mem_30G_workers_16/disk.png'
+set title "sp / graph500-26 (XL) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/sp/XL/graph500-26/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/disk.png b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..9d64af6
Binary files /dev/null and b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/rss.dat b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..b0d10f4
--- /dev/null
+++ b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.284468 0.000000 1.012365
+1.010101 3.413341 1.910556 4.916126
+2.020202 6.206173 4.874572 7.537774
+3.030303 8.368445 7.955645 8.781245
+4.040404 9.172669 8.973981 9.371356
+5.050505 9.683769 9.370347 9.997190
+6.060606 10.400338 9.800784 10.999893
+7.070707 11.267992 10.521772 12.014211
+8.080808 11.927796 11.540213 12.315378
+9.090909 12.271119 12.161951 12.380288
+10.101010 12.281189 12.157439 12.404940
+11.111111 12.389562 12.082988 12.696135
+12.121212 12.573186 11.976963 13.169409
+13.131313 12.586857 11.997969 13.175745
+14.141414 12.668245 12.118775 13.217716
+15.151515 12.675928 12.133435 13.218421
+16.161616 12.721606 12.211535 13.231676
+17.171717 12.723858 12.215811 13.231906
+18.181818 12.790772 12.216934 13.364610
+19.191919 12.870185 12.275169 13.465201
+20.202020 13.164867 12.624844 13.704889
+21.212121 13.459216 13.127748 13.790684
+22.222222 13.742135 13.279328 14.204942
+23.232323 13.886174 13.533732 14.238616
+24.242424 13.943283 13.595649 14.290917
+25.252525 13.975572 13.563549 14.387595
+26.262626 14.000184 13.529343 14.471024
+27.272727 14.016188 13.506561 14.525814
+28.282828 14.025565 13.493055 14.558075
+29.292929 14.025490 13.493173 14.557808
+30.303030 14.025505 13.493232 14.557778
+31.313131 14.023549 13.492447 14.554651
+32.323232 14.019909 13.492147 14.547671
+33.333333 14.008104 13.483372 14.532837
+34.343434 14.003285 13.461237 14.545332
+35.353535 14.000368 13.454342 14.546395
+36.363636 13.993037 13.464967 14.521108
+37.373737 13.979391 13.484116 14.474665
+38.383838 13.978963 13.483348 14.474578
+39.393939 13.978568 13.482637 14.474499
+40.404040 13.977970 13.481559 14.474382
+41.414141 13.977612 13.480938 14.474286
+42.424242 13.976885 13.479632 14.474139
+43.434343 13.975283 13.476733 14.473832
+44.444444 13.975597 13.477316 14.473878
+45.454545 13.975705 13.477549 14.473861
+46.464646 13.968996 13.468229 14.469763
+47.474747 13.918009 13.462243 14.373775
+48.484848 13.899233 13.425251 14.373215
+49.494949 13.784384 13.392066 14.176702
+50.505051 13.673896 13.216647 14.131145
+51.515152 13.491509 13.166323 13.816695
+52.525253 13.278696 13.003022 13.554370
+53.535354 13.072286 12.662204 13.482367
+54.545455 12.848053 12.490149 13.205957
+55.555556 12.679951 12.181533 13.178368
+56.565657 12.423620 11.808396 13.038844
+57.575758 12.287878 11.655184 12.920573
+58.585859 12.087831 11.592278 12.583384
+59.595960 11.698060 10.887504 12.508616
+60.606061 11.465010 10.563874 12.366146
+61.616162 11.159486 10.531135 11.787836
+62.626263 10.658857 10.475081 10.842633
+63.636364 9.591405 9.135264 10.047547
+64.646465 8.169983 7.831048 8.508919
+65.656566 6.713609 6.544581 6.882637
+66.666667 5.475803 5.016795 5.934810
+67.676768 4.850637 4.241103 5.460172
+68.686869 4.610928 4.021598 5.200259
+69.696970 4.499150 3.878366 5.119934
+70.707071 4.475491 3.844302 5.106680
+71.717172 4.518664 3.942229 5.095098
+72.727273 4.528136 3.963499 5.092772
+73.737374 4.525188 3.959110 5.091265
+74.747475 4.527486 3.963067 5.091905
+75.757576 4.530273 3.967403 5.093143
+76.767677 4.534734 3.974117 5.095351
+77.777778 4.536380 3.976537 5.096223
+78.787879 4.538278 3.979313 5.097242
+79.797980 4.539783 3.981466 5.098099
+80.808081 4.541111 3.983346 5.098876
+81.818182 4.541958 3.984533 5.099382
+82.828283 4.542765 3.985657 5.099873
+83.838384 4.543005 3.985989 5.100020
+84.848485 4.543217 3.986283 5.100150
+85.858586 4.543465 3.986626 5.100304
+86.868687 4.543748 3.987016 5.100480
+87.878788 4.543796 3.987082 5.100510
+88.888889 4.567890 4.004165 5.131616
+89.898990 4.668005 4.088704 5.247306
+90.909091 4.904129 4.269586 5.538673
+91.919192 5.389289 5.020598 5.757980
+92.929293 5.779108 5.616453 5.941764
+93.939394 6.139151 5.624419 6.653882
+94.949495 6.186351 5.652502 6.720200
+95.959596 6.287993 5.651306 6.924680
+96.969697 6.404601 5.767145 7.042058
+97.979798 6.413539 5.770813 7.056265
+98.989899 6.417137 5.777628 7.056646
+100.000000 1.254018 0.000000 4.211971
diff --git a/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/rss.gnuplot b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..3c6e6d3
--- /dev/null
+++ b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/XL/graph500-26/max_mem_30G_workers_16/rss.png'
+set title "sp / graph500-26 (XL) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/sp/XL/graph500-26/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/rss.png b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..5d851a9
Binary files /dev/null and b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..39e1c5a
--- /dev/null
+++ b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+72.0737029 0.000242516984
+72.0818161 0.000324499159
+72.0899294 0.000431863111
+72.0980426 0.000571663264
+72.1061558 0.000752656271
+72.114269 0.00098563465
+72.1223822 0.00128380436
+72.1304954 0.00166320642
+72.1386087 0.0021431807
+72.1467219 0.0027468679
+72.1548351 0.00350174278
+72.1629483 0.00444016859
+72.1710615 0.005599959
+72.1791747 0.0070249297
+72.187288 0.00876541804
+72.1954012 0.0108787444
+72.2035144 0.0134295852
+72.2116276 0.0164902245
+72.2197408 0.0201406475
+72.227854 0.0244684372
+72.2359673 0.029568439
+72.2440805 0.0355421526
+72.2521937 0.0424968234
+72.2603069 0.0505442027
+72.2684201 0.0597989623
+72.2765333 0.0703767543
+72.2846465 0.0823919251
+72.2927598 0.0959549047
+72.300873 0.111169313
+72.3089862 0.128128837
+72.3170994 0.146913967
+72.3252126 0.167588666
+72.3333258 0.190197106
+72.3414391 0.214760576
+72.3495523 0.241274696
+72.3576655 0.269707083
+72.3657787 0.299995581
+72.3738919 0.332047188
+72.3820051 0.365737786
+72.3901184 0.400912741
+72.3982316 0.437388444
+72.4063448 0.47495479
+72.414458 0.513378584
+72.4225712 0.552407799
+72.4306844 0.591776601
+72.4387977 0.631210973
+72.4469109 0.670434781
+72.4550241 0.709176077
+72.4631373 0.74717341
+72.4712505 0.784181936
+72.4793637 0.81997909
+72.4874769 0.854369624
+72.4955902 0.887189835
+72.5037034 0.918310834
+72.5118166 0.94764077
+72.5199298 0.97512595
+72.528043 1.00075087
+72.5361562 1.02453722
+72.5442695 1.04654191
+72.5523827 1.06685433
+72.5604959 1.08559297
+72.5686091 1.10290158
+72.5767223 1.11894499
+72.5848355 1.13390495
+72.5929488 1.14797586
+72.601062 1.16136079
+72.6091752 1.17426761
+72.6172884 1.18690547
+72.6254016 1.19948145
+72.6335148 1.21219747
+72.6416281 1.22524724
+72.6497413 1.23881327
+72.6578545 1.25306377
+72.6659677 1.26814927
+72.6740809 1.28419908
+72.6821941 1.30131734
+72.6903073 1.31957881
+72.6984206 1.33902437
+72.7065338 1.35965643
+72.714647 1.38143447
+72.7227602 1.40427074
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diff --git a/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..91c7269
--- /dev/null
+++ b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/XL/graph500-26/max_mem_30G_workers_16/wall_time.png'
+set title "sp / graph500-26 (XL) — max_mem_30G workers_16\nmedian=72.862s  mean=72.927s  std=0.457s  min=72.516s  max=73.701s  p90=73.371s  p95=73.536s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:2.16712]
+set xrange [72.073703:74.142573]
+set grid y
+set key top right
+set arrow from 72.862183,0 to 72.862183,2.16712 nohead lc rgb 'red' lw 2
+set label 'median 72.862s' at 72.862183,2.16712 offset char 0,1 tc rgb 'red'
+set arrow from 73.370671,0 to 73.370671,2.16712 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 73.371s' at 73.370671,2.16712 offset char 0,1 tc rgb 'orange'
+set arrow from 73.535721,0 to 73.535721,2.16712 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 73.536s' at 73.535721,2.16712 offset char 0,1 tc rgb 'orange'
+set arrow from 72.862183,0 to 72.862183,0.0666806 nohead lc rgb '#666666' lw 1
+set arrow from 73.700770,0 to 73.700770,0.0666806 nohead lc rgb '#666666' lw 1
+set arrow from 72.875523,0 to 72.875523,0.0666806 nohead lc rgb '#666666' lw 1
+set arrow from 72.682876,0 to 72.682876,0.0666806 nohead lc rgb '#666666' lw 1
+set arrow from 72.515506,0 to 72.515506,0.0666806 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/sp/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/sp/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/wall_time.png b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..835fd20
Binary files /dev/null and b/benches/results/sp/XL/graph500-26/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/benchmark.json b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..7941428
--- /dev/null
+++ b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,6126 @@
+{
+  "algorithm": "sp",
+  "dataset": "graph500-27",
+  "size_class": "XL",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/sp_graph500-27",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": []
+  },
+  "graph": {
+    "vertices": 63000000,
+    "edges": 2000000000,
+    "nodes_str": "63M",
+    "edges_str": "2B"
+  },
+  "warmup": {
+    "wall_time_s": 165.3395337869879,
+    "sampling_interval_s": 0.5511317792899596
+  },
+  "monitor": {
+    "disk_mode": "du",
+    "target_samples": 300
+  },
+  "runs": [
+    {
+      "index": 0,
+      "wall_time_s": 182.73603276500944,
+      "peak_rss_kb": 19584852,
+      "peak_disk_bytes": 42490406912.0,
+      "returncode": 0,
+      "n_samples": 332
+    },
+    {
+      "index": 1,
+      "wall_time_s": 182.61560353200184,
+      "peak_rss_kb": 18081312,
+      "peak_disk_bytes": 47565799424.0,
+      "returncode": 0,
+      "n_samples": 332
+    },
+    {
+      "index": 2,
+      "wall_time_s": 180.13098851102404,
+      "peak_rss_kb": 16493612,
+      "peak_disk_bytes": 46890763264.0,
+      "returncode": 0,
+      "n_samples": 327
+    },
+    {
+      "index": 3,
+      "wall_time_s": 183.39787327699014,
+      "peak_rss_kb": 18331708,
+      "peak_disk_bytes": 46849517568.0,
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+      "n_samples": 333
+    },
+    {
+      "index": 4,
+      "wall_time_s": 181.1020002970181,
+      "peak_rss_kb": 18556316,
+      "peak_disk_bytes": 47742091264.0,
+      "returncode": 0,
+      "n_samples": 329
+    }
+  ],
+  "stats": {
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+      "median": 182.61560353200184,
+      "mean": 181.99649967640872,
+      "std": 1.339244916870812,
+      "min": 180.13098851102404,
+      "max": 183.39787327699014,
+      "p90": 183.13313707219785,
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+    }
+  ],
+  "environment": {
+    "timestamp": "2026-09-30T13:29:59.073741+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/disk.dat b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..9181e89
--- /dev/null
+++ b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.000000 0.000000 0.000000
+2.020202 0.000000 0.000000 0.000000
+3.030303 0.001957 0.000000 0.006334
+4.040404 2.086349 0.000000 4.289904
+5.050505 4.283572 2.656237 5.910908
+6.060606 5.442771 3.878421 7.007122
+7.070707 5.868438 4.839141 6.897736
+8.080808 6.160376 4.987362 7.333390
+9.090909 6.503009 5.038087 7.967932
+10.101010 6.693954 4.987727 8.400182
+11.111111 7.093571 5.417008 8.770134
+12.121212 7.359235 5.378834 9.339636
+13.131313 7.457727 5.261775 9.653680
+14.141414 7.560385 5.132013 9.988757
+15.151515 7.652465 5.010580 10.294349
+16.161616 7.768558 4.852362 10.684754
+17.171717 7.861070 4.723124 10.999015
+18.181818 7.955826 4.588471 11.323182
+19.191919 8.056448 4.443447 11.669448
+20.202020 8.306639 4.576856 12.036421
+21.212121 8.690374 5.104285 12.276464
+22.222222 10.009039 5.930505 14.087573
+23.232323 12.263793 8.520845 16.006741
+24.242424 14.583355 11.572634 17.594076
+25.252525 15.772531 13.566718 17.978345
+26.262626 16.491027 14.576144 18.405911
+27.272727 17.244157 15.748772 18.739541
+28.282828 17.870229 16.565050 19.175408
+29.292929 18.247881 17.011971 19.483791
+30.303030 18.349951 16.878009 19.821893
+31.313131 18.425314 16.773980 20.076647
+32.323232 18.503041 16.663631 20.342451
+33.333333 18.640801 16.462902 20.818699
+34.343434 18.994446 16.524548 21.464343
+35.353535 21.452070 18.271675 24.632465
+36.363636 23.855775 19.189568 28.521981
+37.373737 24.129538 19.444349 28.814727
+38.383838 24.393157 19.652390 29.133925
+39.393939 24.648929 19.820712 29.477146
+40.404040 24.835831 19.919218 29.752443
+41.414141 25.183675 20.058441 30.308908
+42.424242 25.611280 20.560721 30.661838
+43.434343 26.069000 21.054722 31.083279
+44.444444 27.052429 22.303792 31.801065
+45.454545 28.393215 24.859672 31.926758
+46.464646 29.627973 27.362312 31.893634
+47.474747 30.651238 29.983418 31.319059
+48.484848 31.424702 30.867470 31.981935
+49.494949 32.404967 31.374867 33.435067
+50.505051 33.575332 31.292398 35.858266
+51.515152 34.435236 31.456509 37.413964
+52.525253 34.890865 31.847249 37.934482
+53.535354 39.775611 36.560683 42.990539
+54.545455 25.161974 12.051599 38.272349
+55.555556 25.388256 12.237080 38.539432
+56.565657 25.504868 12.193114 38.816622
+57.575758 25.643578 12.134637 39.152520
+58.585859 25.764429 12.078429 39.450429
+59.595960 25.871599 12.024645 39.718553
+60.606061 25.981489 11.965789 39.997189
+61.616162 26.095897 11.900670 40.291124
+62.626263 26.213287 11.829930 40.596644
+63.636364 26.325573 11.758687 40.892459
+64.646465 26.441229 11.681789 41.200670
+65.656566 26.561109 11.598460 41.523757
+66.666667 26.678336 11.513550 41.843123
+67.676768 26.791201 11.428726 42.153675
+68.686869 26.904374 11.340759 42.467990
+69.696970 26.998986 11.265062 42.732910
+70.707071 26.758305 11.453754 42.062855
+71.717172 25.669497 12.122988 39.216006
+72.727273 25.190335 12.300312 38.080359
+73.737374 24.980725 12.350803 37.610646
+74.747475 23.785088 12.263002 35.307174
+75.757576 22.198108 10.953819 33.442397
+76.767677 21.430389 9.797514 33.063265
+77.777778 21.462117 9.851688 33.072545
+78.787879 21.568081 10.028757 33.107404
+79.797980 21.568081 10.028757 33.107404
+80.808081 21.568081 10.028757 33.107404
+81.818182 21.568081 10.028757 33.107404
+82.828283 21.568081 10.028757 33.107404
+83.838384 21.568081 10.028757 33.107404
+84.848485 21.568081 10.028757 33.107404
+85.858586 21.568081 10.028757 33.107404
+86.868687 21.568081 10.028757 33.107404
+87.878788 21.521261 10.102311 32.940211
+88.888889 21.421774 10.258605 32.584943
+89.898990 21.396049 10.299019 32.493079
+90.909091 21.076583 10.800900 31.352267
+91.919192 20.995565 10.928179 31.062951
+92.929293 21.106735 10.753531 31.459939
+93.939394 21.206573 10.596686 31.816460
+94.949495 21.309568 10.434881 32.184254
+95.959596 21.355861 10.362154 32.349568
+96.969697 17.079818 17.079815 17.079820
+97.979798 17.073942 17.064689 17.083195
+98.989899 17.086406 17.063506 17.109305
+100.000000 2.358451 0.000000 8.227579
diff --git a/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/disk.gnuplot b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..f9c9f27
--- /dev/null
+++ b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/XL/graph500-27/max_mem_30G_workers_16/disk.png'
+set title "sp / graph500-27 (XL) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/sp/XL/graph500-27/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/disk.png b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..33e7b7d
Binary files /dev/null and b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/rss.dat b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..2ca3d64
--- /dev/null
+++ b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.001317 0.000527 0.002106
+1.010101 4.065283 0.000000 8.331489
+2.020202 6.478967 2.025337 10.932596
+3.030303 9.768752 7.608564 11.928940
+4.040404 11.684956 10.417173 12.952738
+5.050505 12.396067 12.326223 12.465911
+6.060606 12.430211 12.324884 12.535538
+7.070707 12.436349 12.333406 12.539292
+8.080808 12.512361 12.294523 12.730199
+9.090909 12.644035 12.132448 13.155622
+10.101010 12.788158 12.202020 13.374297
+11.111111 12.848482 12.329307 13.367657
+12.121212 13.002224 12.209221 13.795227
+13.131313 13.002224 12.209221 13.795227
+14.141414 13.002224 12.209221 13.795227
+15.151515 13.002224 12.209221 13.795227
+16.161616 13.002228 12.209222 13.795235
+17.171717 13.002254 12.209225 13.795283
+18.181818 13.001026 12.209080 13.792972
+19.191919 13.001452 12.209132 13.793772
+20.202020 13.043908 12.244001 13.843815
+21.212121 13.383780 12.631620 14.135940
+22.222222 13.930812 13.340157 14.521467
+23.232323 14.223830 13.918223 14.529438
+24.242424 14.467432 14.061145 14.873720
+25.252525 15.031444 14.023478 16.039411
+26.262626 15.674038 14.709776 16.638301
+27.272727 16.693987 16.064551 17.323424
+28.282828 17.195625 16.114586 18.276665
+29.292929 17.234542 16.087471 18.381613
+30.303030 17.207783 16.047801 18.367765
+31.313131 17.207711 16.047689 18.367733
+32.323232 17.272859 16.137252 18.408466
+33.333333 17.275417 16.140275 18.410559
+34.343434 17.220063 16.087907 18.352220
+35.353535 17.135711 15.937161 18.334262
+36.363636 17.177996 15.954196 18.401796
+37.373737 17.189300 15.985988 18.392613
+38.383838 17.187361 15.991684 18.383038
+39.393939 17.154267 16.019621 18.288913
+40.404040 17.149431 16.007920 18.290941
+41.414141 17.093723 16.019389 18.168057
+42.424242 17.038800 15.957348 18.120252
+43.434343 16.982287 15.894234 18.070339
+44.444444 16.772239 15.800518 17.743959
+45.454545 16.269432 15.441401 17.097464
+46.464646 15.837095 15.159880 16.514310
+47.474747 15.176890 14.356746 15.997035
+48.484848 14.195650 13.588825 14.802476
+49.494949 13.008048 12.701888 13.314209
+50.505051 12.365290 11.954251 12.776330
+51.515152 12.012570 11.128471 12.896669
+52.525253 11.965194 11.055140 12.875249
+53.535354 12.063240 11.252562 12.873919
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+56.565657 12.370428 11.797185 12.943671
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+61.616162 12.376889 11.799997 12.953781
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+64.646465 12.377425 11.800183 12.954666
+65.656566 12.378319 11.800488 12.956150
+66.666667 12.377270 11.800129 12.954410
+67.676768 12.377773 11.800303 12.955244
+68.686869 12.379680 11.800935 12.958425
+69.696970 12.379899 11.801005 12.958792
+70.707071 12.381231 11.801421 12.961042
+71.717172 12.381269 11.801432 12.961106
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+89.898990 11.866184 10.187601 13.544766
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+92.929293 11.866644 10.218048 13.515240
+93.939394 11.856840 10.204650 13.509030
+94.949495 11.848869 10.198561 13.499178
+95.959596 11.828828 10.201863 13.455793
+96.969697 12.057793 10.786003 13.329583
+97.979798 12.196938 11.006289 13.387588
+98.989899 12.265284 11.166771 13.363797
+100.000000 1.633610 0.000000 5.833621
diff --git a/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/rss.gnuplot b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..820396e
--- /dev/null
+++ b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/XL/graph500-27/max_mem_30G_workers_16/rss.png'
+set title "sp / graph500-27 (XL) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/sp/XL/graph500-27/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/rss.png b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..771bc3f
Binary files /dev/null and b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..a40d47b
--- /dev/null
+++ b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+176.383608 2.88351249e-05
+176.425811 3.45085733e-05
+176.468014 4.12154342e-05
+176.510216 4.91270724e-05
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+185.794772 0.00390939033
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+186.892038 8.82903364e-05
+186.934241 7.43603919e-05
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+187.145253 3.06044967e-05
diff --git a/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..dfdabbc
--- /dev/null
+++ b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/XL/graph500-27/max_mem_30G_workers_16/wall_time.png'
+set title "sp / graph500-27 (XL) — max_mem_30G workers_16\nmedian=182.616s  mean=181.996s  std=1.339s  min=180.131s  max=183.398s  p90=183.133s  p95=183.266s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.33329]
+set xrange [176.383608:187.145253]
+set grid y
+set key top right
+set arrow from 182.615604,0 to 182.615604,0.33329 nohead lc rgb 'red' lw 2
+set label 'median 182.616s' at 182.615604,0.33329 offset char 0,1 tc rgb 'red'
+set arrow from 183.133137,0 to 183.133137,0.33329 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 183.133s' at 183.133137,0.33329 offset char 0,1 tc rgb 'orange'
+set arrow from 183.265505,0 to 183.265505,0.33329 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 183.266s' at 183.265505,0.33329 offset char 0,1 tc rgb 'orange'
+set arrow from 182.736033,0 to 182.736033,0.0102551 nohead lc rgb '#666666' lw 1
+set arrow from 182.615604,0 to 182.615604,0.0102551 nohead lc rgb '#666666' lw 1
+set arrow from 180.130989,0 to 180.130989,0.0102551 nohead lc rgb '#666666' lw 1
+set arrow from 183.397873,0 to 183.397873,0.0102551 nohead lc rgb '#666666' lw 1
+set arrow from 181.102000,0 to 181.102000,0.0102551 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/sp/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/sp/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/wall_time.png b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..66e4ba0
Binary files /dev/null and b/benches/results/sp/XL/graph500-27/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/benchmark.json b/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index 1a5b09d..0000000
--- a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,2886 +0,0 @@
-{
-  "algorithm": "sp",
-  "dataset": "cit-Patents",
-  "size_class": "XS",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/sp_cit-Patents",
-    "undirected": false,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": []
-  },
-  "graph": {
-    "vertices": 3000000,
-    "edges": 16000000,
-    "nodes_str": "3M",
-    "edges_str": "16M"
-  },
-  "warmup": {
-    "wall_time_s": 2.4478803440001684,
-    "sampling_interval_s": 0.02
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 2.470235286999923,
-      "peak_rss_kb": 593568,
-      "peak_disk_bytes": 217817088.0,
-      "returncode": 0,
-      "n_samples": 115
-    },
-    {
-      "index": 1,
-      "wall_time_s": 2.6175898720002806,
-      "peak_rss_kb": 542920,
-      "peak_disk_bytes": 242843648.0,
-      "returncode": 0,
-      "n_samples": 122
-    },
-    {
-      "index": 2,
-      "wall_time_s": 2.464571913999862,
-      "peak_rss_kb": 591728,
-      "peak_disk_bytes": 242843648.0,
-      "returncode": 0,
-      "n_samples": 112
-    },
-    {
-      "index": 3,
-      "wall_time_s": 2.451303682999878,
-      "peak_rss_kb": 597936,
-      "peak_disk_bytes": 242843648.0,
-      "returncode": 0,
-      "n_samples": 111
-    },
-    {
-      "index": 4,
-      "wall_time_s": 2.4808454910003093,
-      "peak_rss_kb": 544784,
-      "peak_disk_bytes": 235017216.0,
-      "returncode": 0,
-      "n_samples": 113
-    }
-  ],
-  "stats": {
-    "wall_time_s": {
-      "n": 5,
-      "median": 2.470235286999923,
-      "mean": 2.4969092494000504,
-      "std": 0.06829884373598986,
-      "min": 2.451303682999878,
-      "max": 2.6175898720002806,
-      "p90": 2.562892119600292,
-      "p95": 2.5902409958002863
-    },
-    "peak_rss_kb": {
-      "n": 5,
-      "median": 591728.0,
-      "mean": 574187.2,
-      "std": 27791.574896000406,
-      "min": 542920,
-      "max": 597936,
-      "p90": 596188.8,
-      "p95": 597062.4
-    },
-    "peak_disk_bytes": {
-      "n": 5,
-      "median": 242843648.0,
-      "mean": 236273049.6,
-      "std": 10859534.13611527,
-      "min": 217817088.0,
-      "max": 242843648.0,
-      "p90": 242843648.0,
-      "p95": 242843648.0
-    },
-    "medges_per_sec": 6.477115797107669
-  },
-  "series": {
-    "alignment": "dtw",
-    "ref_run": 0,
-    "band_frac": 0.25,
-    "grid_size": 100,
-    "rss_bands_gib": [
-      [
-        0.017759904959927214,
-        -0.005691869226434068,
-        0.041211679146288496
-      ],
-      [
-        0.07053586969490352,
-        0.024042202289546157,
-        0.1170295371002609
-      ],
-      [
-        0.10385723003358191,
-        0.07981068286714402,
-        0.1279037772000198
-      ],
-      [
-        0.11781285082262657,
-        0.10641282344560711,
-        0.12921287819964603
-      ],
-      [
-        0.140174551341668,
-        0.12916968841593532,
-        0.1511794142674007
-      ],
-      [
-        0.16209126300118495,
-        0.15140183310282196,
-        0.17278069289954795
-      ],
-      [
-        0.18545808727182364,
-        0.1742710039000473,
-        0.1966451706436
-      ],
-      [
-        0.20844113467962022,
-        0.19704889675309753,
-        0.2198333726061429
-      ],
-      [
-        0.23060255205714056,
-        0.21905840212043765,
-        0.24214670199384347
-      ],
-      [
-        0.24902242891251675,
-        0.2356780346554928,
-        0.2623668231695407
-      ],
-      [
-        0.2658123270435925,
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diff --git a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/disk.dat b/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index 641186c..0000000
--- a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.000000 0.000000 0.000000
-2.020202 0.000000 0.000000 0.000000
-3.030303 0.000000 0.000000 0.000000
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-9.090909 0.000000 0.000000 0.000000
-10.101010 0.000000 0.000000 0.000000
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-12.121212 0.000000 0.000000 0.000000
-13.131313 0.000000 0.000000 0.000000
-14.141414 0.000000 0.000000 0.000000
-15.151515 0.000000 0.000000 0.000000
-16.161616 0.000000 0.000000 0.000000
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-19.191919 0.000000 0.000000 0.000000
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-21.212121 0.000000 0.000000 0.000000
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-29.292929 0.003857 0.000000 0.009929
-30.303030 0.009766 0.000000 0.029214
-31.313131 0.026626 0.000000 0.056643
-32.323232 0.040068 0.000929 0.079207
-33.333333 0.046057 0.006730 0.085384
-34.343434 0.050742 0.010896 0.090588
-35.353535 0.056038 0.016553 0.095523
-36.363636 0.066415 0.017019 0.115812
-37.373737 0.080726 0.019718 0.141733
-38.383838 0.093687 0.026746 0.160627
-39.393939 0.097237 0.030678 0.163797
-40.404040 0.102964 0.040948 0.164979
-41.414141 0.106369 0.041989 0.170749
-42.424242 0.112875 0.050960 0.174789
-43.434343 0.125071 0.062434 0.187708
-44.444444 0.125158 0.062630 0.187686
-45.454545 0.127501 0.067779 0.187224
-46.464646 0.130826 0.070412 0.191240
-47.474747 0.131561 0.071987 0.191136
-48.484848 0.132779 0.074487 0.191071
-49.494949 0.134033 0.076912 0.191154
-50.505051 0.134732 0.078195 0.191269
-51.515152 0.138398 0.084043 0.192752
-52.525253 0.140493 0.088828 0.192159
-53.535354 0.151053 0.103468 0.198637
-54.545455 0.160424 0.120582 0.200266
-55.555556 0.163328 0.127316 0.199339
-56.565657 0.166628 0.131192 0.202064
-57.575758 0.173891 0.147176 0.200607
-58.585859 0.175115 0.150731 0.199500
-59.595960 0.178880 0.160104 0.197657
-60.606061 0.178880 0.160104 0.197657
-61.616162 0.178880 0.160104 0.197657
-62.626263 0.178880 0.160104 0.197657
-63.636364 0.178880 0.160104 0.197657
-64.646465 0.178880 0.160104 0.197657
-65.656566 0.178972 0.160052 0.197893
-66.666667 0.178972 0.160052 0.197893
-67.676768 0.183128 0.167620 0.198636
-68.686869 0.188205 0.172887 0.203522
-69.696970 0.189941 0.174938 0.204945
-70.707071 0.190990 0.175541 0.206438
-71.717172 0.191372 0.176906 0.205838
-72.727273 0.191372 0.176906 0.205838
-73.737374 0.191372 0.176906 0.205838
-74.747475 0.195651 0.192186 0.199116
-75.757576 0.195651 0.192186 0.199116
-76.767677 0.195651 0.192186 0.199116
-77.777778 0.195651 0.192186 0.199116
-78.787879 0.195651 0.192186 0.199116
-79.797980 0.195651 0.192186 0.199116
-80.808081 0.195651 0.192186 0.199116
-81.818182 0.195651 0.192186 0.199116
-82.828283 0.195651 0.192186 0.199116
-83.838384 0.195651 0.192186 0.199116
-84.848485 0.196999 0.196999 0.196999
-85.858586 0.196999 0.196999 0.196999
-86.868687 0.196999 0.196999 0.196999
-87.878788 0.197204 0.196676 0.197732
-88.888889 0.197699 0.195898 0.199501
-89.898990 0.196823 0.196373 0.197274
-90.909091 0.196823 0.196373 0.197274
-91.919192 0.196823 0.196373 0.197274
-92.929293 0.197776 0.195177 0.200375
-93.939394 0.202634 0.192882 0.212386
-94.949495 0.196473 0.195920 0.197025
-95.959596 0.196122 0.196121 0.196122
-96.969697 0.195975 0.195596 0.196353
-97.979798 0.133250 0.029715 0.236784
-98.989899 0.031063 0.000000 0.083081
-100.000000 0.004583 0.004582 0.004584
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/disk.gnuplot b/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index 981b49f..0000000
--- a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/sp/XS/cit-Patents/max_mem_24G_workers_4/disk.png'
-set title "sp / cit-Patents (XS) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/sp/XS/cit-Patents/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/disk.png b/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index 8fef252..0000000
Binary files a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/rss.dat b/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index 572aff5..0000000
--- a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.017760 0.000000 0.041212
-1.010101 0.070536 0.024042 0.117030
-2.020202 0.103857 0.079811 0.127904
-3.030303 0.117813 0.106413 0.129213
-4.040404 0.140175 0.129170 0.151179
-5.050505 0.162091 0.151402 0.172781
-6.060606 0.185458 0.174271 0.196645
-7.070707 0.208441 0.197049 0.219833
-8.080808 0.230603 0.219058 0.242147
-9.090909 0.249022 0.235678 0.262367
-10.101010 0.265812 0.254835 0.276790
-11.111111 0.287001 0.277482 0.296520
-12.121212 0.305301 0.296769 0.313832
-13.131313 0.312768 0.299332 0.326204
-14.141414 0.322980 0.317114 0.328846
-15.151515 0.325676 0.319398 0.331953
-16.161616 0.328291 0.324573 0.332010
-17.171717 0.331477 0.324828 0.338126
-18.181818 0.338401 0.326684 0.350117
-19.191919 0.344570 0.330010 0.359130
-20.202020 0.351397 0.334332 0.368461
-21.212121 0.358072 0.341434 0.374711
-22.222222 0.367732 0.355122 0.380341
-23.232323 0.373802 0.360450 0.387155
-24.242424 0.376403 0.363694 0.389112
-25.252525 0.382373 0.369787 0.394960
-26.262626 0.401654 0.389800 0.413508
-27.272727 0.433193 0.409968 0.456419
-28.282828 0.461048 0.421198 0.500899
-29.292929 0.482507 0.451090 0.513924
-30.303030 0.491326 0.459342 0.523311
-31.313131 0.494796 0.465786 0.523806
-32.323232 0.498548 0.471864 0.525232
-33.333333 0.506889 0.478300 0.535477
-34.343434 0.510393 0.480759 0.540026
-35.353535 0.511027 0.481373 0.540680
-36.363636 0.516516 0.486290 0.546743
-37.373737 0.518308 0.487944 0.548673
-38.383838 0.520290 0.489998 0.550581
-39.393939 0.522160 0.492439 0.551881
-40.404040 0.523594 0.492346 0.554843
-41.414141 0.525157 0.493979 0.556335
-42.424242 0.525661 0.494828 0.556494
-43.434343 0.526650 0.496622 0.556678
-44.444444 0.526728 0.496812 0.556643
-45.454545 0.526931 0.496772 0.557089
-46.464646 0.527267 0.497185 0.557350
-47.474747 0.527283 0.497181 0.557385
-48.484848 0.527471 0.497194 0.557747
-49.494949 0.527511 0.497191 0.557831
-50.505051 0.527518 0.497190 0.557847
-51.515152 0.527547 0.497182 0.557911
-52.525253 0.527831 0.497185 0.558476
-53.535354 0.528170 0.497242 0.559099
-54.545455 0.529273 0.499879 0.558668
-55.555556 0.529573 0.499813 0.559333
-56.565657 0.530546 0.499749 0.561342
-57.575758 0.532238 0.503261 0.561215
-58.585859 0.532371 0.503251 0.561492
-59.595960 0.532773 0.503253 0.562293
-60.606061 0.532846 0.503336 0.562356
-61.616162 0.532853 0.503334 0.562373
-62.626263 0.533302 0.503356 0.563248
-63.636364 0.533303 0.503356 0.563251
-64.646465 0.533373 0.503361 0.563384
-65.656566 0.533761 0.504089 0.563432
-66.666667 0.533892 0.504093 0.563692
-67.676768 0.534017 0.504092 0.563942
-68.686869 0.536056 0.507534 0.564579
-69.696970 0.536780 0.507472 0.566087
-70.707071 0.537451 0.507508 0.567394
-71.717172 0.537519 0.507523 0.567516
-72.727273 0.537546 0.507576 0.567516
-73.737374 0.537580 0.507568 0.567592
-74.747475 0.537723 0.507564 0.567883
-75.757576 0.537723 0.507564 0.567883
-76.767677 0.537723 0.507564 0.567883
-77.777778 0.537723 0.507564 0.567883
-78.787879 0.537723 0.507564 0.567883
-79.797980 0.537736 0.507561 0.567910
-80.808081 0.537736 0.507561 0.567911
-81.818182 0.537755 0.507556 0.567954
-82.828283 0.537806 0.507542 0.568070
-83.838384 0.537806 0.507542 0.568070
-84.848485 0.538504 0.507592 0.569415
-85.858586 0.538504 0.507592 0.569415
-86.868687 0.538696 0.508113 0.569280
-87.878788 0.538764 0.508111 0.569417
-88.888889 0.538878 0.508102 0.569654
-89.898990 0.540532 0.511719 0.569345
-90.909091 0.540933 0.511779 0.570088
-91.919192 0.541465 0.511905 0.571025
-92.929293 0.541751 0.512020 0.571482
-93.939394 0.541817 0.512053 0.571581
-94.949495 0.545581 0.514702 0.576459
-95.959596 0.547586 0.517114 0.578058
-96.969697 0.547584 0.517113 0.578054
-97.979798 0.469366 0.281276 0.657457
-98.989899 0.130834 0.000000 0.268818
-100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/rss.gnuplot b/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index bc4c3ef..0000000
--- a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/sp/XS/cit-Patents/max_mem_24G_workers_4/rss.png'
-set title "sp / cit-Patents (XS) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/sp/XS/cit-Patents/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/rss.png b/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index d684e10..0000000
Binary files a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat b/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 028acf8..0000000
--- a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
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diff --git a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index d075b2e..0000000
--- a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/sp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png'
-set title "sp / cit-Patents (XS) — max_mem_24G workers_4\nmedian=2.470s  mean=2.497s  std=0.068s  min=2.451s  max=2.618s  p90=2.563s  p95=2.590s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:27.7667]
-set xrange [2.413983:2.654911]
-set grid y
-set key top right
-set arrow from 2.470235,0 to 2.470235,27.7667 nohead lc rgb 'red' lw 2
-set label 'median 2.470s' at 2.470235,27.7667 offset char 0,1 tc rgb 'red'
-set arrow from 2.562892,0 to 2.562892,27.7667 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 2.563s' at 2.562892,27.7667 offset char 0,1 tc rgb 'orange'
-set arrow from 2.590241,0 to 2.590241,27.7667 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 2.590s' at 2.590241,27.7667 offset char 0,1 tc rgb 'orange'
-set arrow from 2.470235,0 to 2.470235,0.85436 nohead lc rgb '#666666' lw 1
-set arrow from 2.617590,0 to 2.617590,0.85436 nohead lc rgb '#666666' lw 1
-set arrow from 2.464572,0 to 2.464572,0.85436 nohead lc rgb '#666666' lw 1
-set arrow from 2.451304,0 to 2.451304,0.85436 nohead lc rgb '#666666' lw 1
-set arrow from 2.480845,0 to 2.480845,0.85436 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/sp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/sp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png b/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index 1135711..0000000
Binary files a/benches/results/sp/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..de694ba
--- /dev/null
+++ b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,1827 @@
+{
+  "algorithm": "sp",
+  "dataset": "cit-Patents",
+  "size_class": "XS",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/sp_cit-Patents",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": []
+  },
+  "graph": {
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+    "edges": 16000000,
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+    "edges_str": "16M"
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+  "warmup": {
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+    "sampling_interval_s": 0.02
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+  "monitor": {
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+  },
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+}
\ No newline at end of file
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/disk.dat b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..5331d7b
--- /dev/null
+++ b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
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+60.606061 0.192442 0.191887 0.192996
+61.616162 0.192442 0.191887 0.192996
+62.626263 0.192442 0.191887 0.192996
+63.636364 0.192442 0.191887 0.192996
+64.646465 0.192442 0.191887 0.192996
+65.656566 0.193966 0.189790 0.198143
+66.666667 0.195865 0.186824 0.204905
+67.676768 0.195929 0.186724 0.205134
+68.686869 0.193936 0.189837 0.198034
+69.696970 0.192266 0.191711 0.192820
+70.707071 0.192215 0.191729 0.192701
+71.717172 0.192215 0.191729 0.192701
+72.727273 0.192215 0.191729 0.192701
+73.737374 0.192215 0.191729 0.192701
+74.747475 0.192215 0.191729 0.192701
+75.757576 0.192215 0.191729 0.192701
+76.767677 0.192215 0.191729 0.192701
+77.777778 0.192125 0.191724 0.192527
+78.787879 0.191997 0.191783 0.192211
+79.797980 0.191919 0.191905 0.191934
+80.808081 0.191914 0.191914 0.191914
+81.818182 0.191914 0.191914 0.191914
+82.828283 0.191914 0.191914 0.191914
+83.838384 0.191914 0.191914 0.191914
+84.848485 0.191914 0.191914 0.191914
+85.858586 0.191914 0.191914 0.191914
+86.868687 0.191914 0.191914 0.191914
+87.878788 0.191914 0.191914 0.191914
+88.888889 0.191914 0.191914 0.191914
+89.898990 0.191914 0.191914 0.191914
+90.909091 0.151928 0.146227 0.157629
+91.919192 0.070064 0.064179 0.075948
+92.929293 0.004585 0.004585 0.004586
+93.939394 0.004585 0.004585 0.004586
+94.949495 0.004585 0.004585 0.004586
+95.959596 0.004585 0.004585 0.004586
+96.969697 0.004585 0.004585 0.004586
+97.979798 0.004585 0.004585 0.004586
+98.989899 0.004585 0.004585 0.004586
+100.000000 0.004585 0.004585 0.004586
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..07ed02a
--- /dev/null
+++ b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/XS/cit-Patents/max_mem_30G_workers_16/disk.png'
+set title "sp / cit-Patents (XS) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/sp/XS/cit-Patents/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/disk.png b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..c526d70
Binary files /dev/null and b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/rss.dat b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..7ca2df8
--- /dev/null
+++ b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.009937 0.000000 0.023861
+1.010101 0.071272 0.037211 0.105332
+2.020202 0.119495 0.091944 0.147045
+3.030303 0.158062 0.134653 0.181471
+4.040404 0.192587 0.170526 0.214649
+5.050505 0.225073 0.204757 0.245389
+6.060606 0.255623 0.234855 0.276392
+7.070707 0.285510 0.265185 0.305834
+8.080808 0.314939 0.295120 0.334758
+9.090909 0.342895 0.325720 0.360070
+10.101010 0.366257 0.347646 0.384867
+11.111111 0.385684 0.365688 0.405680
+12.121212 0.397972 0.383518 0.412427
+13.131313 0.404291 0.399456 0.409127
+14.141414 0.410233 0.404801 0.415664
+15.151515 0.413129 0.408512 0.417746
+16.161616 0.414539 0.409980 0.419097
+17.171717 0.422586 0.414362 0.430810
+18.181818 0.433667 0.421179 0.446155
+19.191919 0.443845 0.428111 0.459579
+20.202020 0.458621 0.440623 0.476620
+21.212121 0.472312 0.460037 0.484588
+22.222222 0.481235 0.475531 0.486940
+23.232323 0.487901 0.481402 0.494401
+24.242424 0.493658 0.485911 0.501404
+25.252525 0.499022 0.491614 0.506430
+26.262626 0.504195 0.498784 0.509606
+27.272727 0.511531 0.505590 0.517473
+28.282828 0.517509 0.512077 0.522942
+29.292929 0.526713 0.520832 0.532594
+30.303030 0.538800 0.529498 0.548102
+31.313131 0.554093 0.542839 0.565346
+32.323232 0.566109 0.561194 0.571023
+33.333333 0.579613 0.575277 0.583948
+34.343434 0.592399 0.587656 0.597142
+35.353535 0.624553 0.601992 0.647114
+36.363636 0.668124 0.641846 0.694403
+37.373737 0.736871 0.706565 0.767178
+38.383838 0.814076 0.783407 0.844745
+39.393939 0.866195 0.852296 0.880093
+40.404040 0.888682 0.877156 0.900208
+41.414141 0.901639 0.893316 0.909963
+42.424242 0.907066 0.900238 0.913895
+43.434343 0.910680 0.900691 0.920669
+44.444444 0.912857 0.900611 0.925102
+45.454545 0.913410 0.901399 0.925422
+46.464646 0.915108 0.901637 0.928579
+47.474747 0.916710 0.904474 0.928947
+48.484848 0.918411 0.907071 0.929752
+49.494949 0.920113 0.909145 0.931082
+50.505051 0.923263 0.911775 0.934751
+51.515152 0.927539 0.914363 0.940716
+52.525253 0.930192 0.915660 0.944725
+53.535354 0.931379 0.917389 0.945368
+54.545455 0.933108 0.919793 0.946423
+55.555556 0.933626 0.920644 0.946607
+56.565657 0.933743 0.920645 0.946840
+57.575758 0.934758 0.921168 0.948349
+58.585859 0.934894 0.921432 0.948356
+59.595960 0.934900 0.921439 0.948361
+60.606061 0.934936 0.921479 0.948393
+61.616162 0.934998 0.921535 0.948461
+62.626263 0.935043 0.921583 0.948503
+63.636364 0.935178 0.921845 0.948510
+64.646465 0.935183 0.921851 0.948515
+65.656566 0.936019 0.923203 0.948835
+66.666667 0.936364 0.923682 0.949046
+67.676768 0.936611 0.923910 0.949312
+68.686869 0.937631 0.923706 0.951555
+69.696970 0.937881 0.923896 0.951866
+70.707071 0.939788 0.928288 0.951288
+71.717172 0.940027 0.928389 0.951664
+72.727273 0.940323 0.928583 0.952063
+73.737374 0.941683 0.927610 0.955757
+74.747475 0.941797 0.927704 0.955890
+75.757576 0.941797 0.927704 0.955890
+76.767677 0.941797 0.927704 0.955890
+77.777778 0.945360 0.930525 0.960194
+78.787879 0.948359 0.930528 0.966189
+79.797980 0.949864 0.929026 0.970703
+80.808081 0.950315 0.928833 0.971797
+81.818182 0.950752 0.928794 0.972710
+82.828283 0.951575 0.928425 0.974724
+83.838384 0.951575 0.928425 0.974724
+84.848485 0.951575 0.928425 0.974724
+85.858586 0.951575 0.928425 0.974724
+86.868687 0.951575 0.928425 0.974724
+87.878788 0.951575 0.928425 0.974724
+88.888889 0.951045 0.927341 0.974750
+89.898990 0.950392 0.926013 0.974772
+90.909091 0.747265 0.713508 0.781022
+91.919192 0.332017 0.302453 0.361581
+92.929293 0.000000 0.000000 0.000000
+93.939394 0.000000 0.000000 0.000000
+94.949495 0.000000 0.000000 0.000000
+95.959596 0.000000 0.000000 0.000000
+96.969697 0.000000 0.000000 0.000000
+97.979798 0.000000 0.000000 0.000000
+98.989899 0.000000 0.000000 0.000000
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..f4b250c
--- /dev/null
+++ b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/XS/cit-Patents/max_mem_30G_workers_16/rss.png'
+set title "sp / cit-Patents (XS) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/sp/XS/cit-Patents/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/rss.png b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..5eb652b
Binary files /dev/null and b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..e2202bd
--- /dev/null
+++ b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+0.856157969 0.00474110629
+0.856441098 0.00578699974
+0.856724227 0.00704587551
+0.857007356 0.00855705256
+0.857290485 0.0103662378
+0.857573614 0.0125263881
+0.857856743 0.0150986562
+0.858139872 0.0181534203
+0.858423001 0.0217714002
+0.85870613 0.0260448581
+0.858989259 0.0310788805
+0.859272388 0.0369927378
+0.859555517 0.0439213136
+0.859838646 0.0520165934
+0.860121775 0.0614492
+0.860404904 0.0724099593
+0.860688033 0.0851114754
+0.860971162 0.099789692
+0.861254291 0.116705412
+0.86153742 0.136145742
+0.861820549 0.158425428
+0.862103678 0.183888037
+0.862386807 0.212906946
+0.862669936 0.245886088
+0.862953065 0.283260401
+0.863236193 0.325495927
+0.863519322 0.37308952
+0.863802451 0.426568072
+0.86408558 0.486487248
+0.864368709 0.553429631
+0.864651838 0.628002254
+0.864934967 0.71083346
+0.865218096 0.802569052
+0.865501225 0.903867698
+0.865784354 1.01539556
+0.866067483 1.13782017
+0.866350612 1.27180346
+0.866633741 1.4179941
+0.86691687 1.57701907
+0.867199999 1.74947452
+0.867483128 1.93591605
+0.867766257 2.13684841
+0.868049386 2.35271482
+0.868332515 2.58388599
+0.868615644 2.83064889
+0.868898773 3.09319565
+0.869181902 3.37161255
+0.869465031 3.66586944
+0.86974816 3.97580972
+0.870031289 4.3011411
+0.870314418 4.64142738
+0.870597546 4.9960815
+0.870880675 5.36436
+0.871163804 5.74535911
+0.871446933 6.13801276
+0.871730062 6.54109251
+0.872013191 6.9532098
+0.87229632 7.37282033
+0.872579449 7.79823095
+0.872862578 8.22760898
+0.873145707 8.65899392
+0.873428836 9.09031167
+0.873711965 9.51939104
+0.873995094 9.94398259
+0.874278223 10.3617795
+0.874561352 10.7704401
+0.874844481 11.1676126
+0.87512761 11.5509605
+0.875410739 11.9181892
+0.875693868 12.2670736
+0.875976997 12.5954852
+0.876260126 12.9014203
+0.876543255 13.1830261
+0.876826384 13.438627
+0.877109513 13.6667492
+0.877392642 13.8661433
+0.87767577 14.0358049
+0.877958899 14.1749931
+0.878242028 14.2832454
+0.878525157 14.36039
+0.878808286 14.406555
+0.879091415 14.4221734
+0.879374544 14.4079855
+0.879657673 14.3650364
+0.879940802 14.2946711
+0.880223931 14.1985248
+0.88050706 14.0785107
+0.880790189 13.9368038
+0.881073318 13.7758215
+0.881356447 13.5982022
+0.881639576 13.40678
+0.881922705 13.2045584
+0.882205834 12.9946813
+0.882488963 12.7804029
+0.882772092 12.5650566
+0.883055221 12.3520231
+0.88333835 12.1446978
+0.883621479 11.9464596
+0.883904608 11.7606389
+0.884187737 11.5904878
+0.884470866 11.4391502
+0.884753995 11.3096353
+0.885037123 11.2047912
+0.885320252 11.1272825
+0.885603381 11.0795689
+0.88588651 11.0638877
+0.886169639 11.0822376
+0.886452768 11.1363674
+0.886735897 11.2277655
+0.887019026 11.3576545
+0.887302155 11.5269868
+0.887585284 11.7364449
+0.887868413 11.9864435
+0.888151542 12.2771343
+0.888434671 12.6084139
+0.8887178 12.9799335
+0.889000929 13.3911109
+0.889284058 13.8411447
+0.889567187 14.3290292
+0.889850316 14.8535712
+0.890133445 15.4134078
+0.890416574 16.0070245
+0.890699703 16.6327734
+0.890982832 17.2888922
+0.891265961 17.9735218
+0.89154909 18.6847238
+0.891832219 19.4204972
+0.892115348 20.178793
+0.892398476 20.9575286
+0.892681605 21.7545988
+0.892964734 22.5678869
+0.893247863 23.3952718
+0.893530992 24.2346344
+0.893814121 25.0838615
+0.89409725 25.9408472
+0.894380379 26.8034924
+0.894663508 27.669703
+0.894946637 28.5373854
+0.895229766 29.404441
+0.895512895 30.2687595
+0.895796024 31.1282111
+0.896079153 31.9806382
+0.896362282 32.8238463
+0.896645411 33.6555965
+0.89692854 34.4735968
+0.897211669 35.2754958
+0.897494798 36.058877
+0.897777927 36.8212551
+0.898061056 37.5600746
+0.898344185 38.2727102
+0.898627314 38.9564707
+0.898910443 39.608605
+0.899193572 40.2263117
+0.899476701 40.8067516
+0.899759829 41.3470628
+0.900042958 41.8443798
+0.900326087 42.2958546
+0.900609216 42.6986806
+0.900892345 43.050119
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+0.901458603 43.5883887
+0.901741732 43.770343
+0.902024861 43.891218
+0.90230799 43.9490603
+0.902591119 43.9421664
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+0.903157377 43.7287771
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+0.904289893 42.4843112
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+0.904856151 41.4554929
+0.90513928 40.8430303
+0.905422409 40.1676395
+0.905705538 39.4316428
+0.905988667 38.637741
+0.906271796 37.7889947
+0.906554925 36.8888011
+0.906838053 35.9408675
+0.907121182 34.9491795
+0.907404311 33.917967
+0.90768744 32.8516665
+0.907970569 31.7548817
+0.908253698 30.632342
+0.908536827 29.48886
+0.908819956 28.329288
+0.909103085 27.158476
+0.909386214 25.9812288
+0.909669343 24.8022654
+0.909952472 23.6261804
+0.910235601 22.4574071
+0.91051873 21.3001841
+0.910801859 20.158525
+0.911084988 19.0361911
+0.911368117 17.9366688
+0.911651246 16.8631507
+0.911934375 15.8185199
+0.912217504 14.8053401
+0.912500633 13.8258483
+0.912783762 12.8819522
+0.913066891 11.9752314
+0.91335002 11.106942
+0.913633149 10.2780246
+0.913916278 9.48911549
+0.914199406 8.74056021
+0.914482535 8.03242999
+0.914765664 7.36453962
+0.915048793 6.73646721
+0.915331922 6.14757509
+0.915615051 5.59703159
+0.91589818 5.08383324
+0.916181309 4.60682717
+0.916464438 4.16473335
+0.916747567 3.75616633
+0.917030696 3.37965632
+0.917313825 3.03366933
+0.917596954 2.71662618
+0.917880083 2.42692026
+0.918163212 2.16293387
+0.918446341 1.92305318
+0.91872947 1.70568151
+0.919012599 1.50925122
+0.919295728 1.33223395
+0.919578857 1.17314935
+0.919861986 1.0305724
+0.920145115 0.903139233
+0.920428244 0.789551692
+0.920711373 0.68858063
+0.920994502 0.599068072
+0.921277631 0.519928353
+0.921560759 0.450148332
+0.921843888 0.388786802
+0.922127017 0.334973197
+0.922410146 0.287905703
+0.922693275 0.246848889
+0.922976404 0.211130926
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+0.925524565 0.046322353
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+0.926090823 0.032186297
+0.926373952 0.0267305591
+0.926657081 0.0221449923
+0.92694021 0.0183009209
+0.927223339 0.0150868909
+0.927506468 0.0124066763
+0.927789597 0.0101774637
+0.928072726 0.00832820896
+0.928355855 0.00679815651
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..ab11318
--- /dev/null
+++ b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/sp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png'
+set title "sp / cit-Patents (XS) — max_mem_30G workers_16\nmedian=0.901s  mean=0.897s  std=0.011s  min=0.879s  max=0.906s  p90=0.905s  p95=0.906s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:57.1338]
+set xrange [0.856158:0.928356]
+set grid y
+set key top right
+set arrow from 0.900550,0 to 0.900550,57.1338 nohead lc rgb 'red' lw 2
+set label 'median 0.901s' at 0.900550,57.1338 offset char 0,1 tc rgb 'red'
+set arrow from 0.905293,0 to 0.905293,57.1338 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 0.905s' at 0.905293,57.1338 offset char 0,1 tc rgb 'orange'
+set arrow from 0.905533,0 to 0.905533,57.1338 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 0.906s' at 0.905533,57.1338 offset char 0,1 tc rgb 'orange'
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+set arrow from 0.894726,0 to 0.894726,1.75796 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/sp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/sp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..0c9b60d
Binary files /dev/null and b/benches/results/sp/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/benchmark.json b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..06e8bb6
--- /dev/null
+++ b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,16227 @@
+{
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+      ]
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+  ],
+  "environment": {
+    "timestamp": "2026-09-29T22:53:07.155310+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/disk.dat b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..56c488d
--- /dev/null
+++ b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.000000 0.000000 0.000000
+2.020202 0.000000 0.000000 0.000000
+3.030303 0.000000 0.000000 0.000000
+4.040404 0.000000 0.000000 0.000000
+5.050505 0.000000 0.000000 0.000000
+6.060606 0.000000 0.000000 0.000000
+7.070707 0.000000 0.000000 0.000000
+8.080808 0.000000 0.000000 0.000000
+9.090909 0.000000 0.000000 0.000000
+10.101010 1.826612 0.000000 5.921254
+11.111111 3.820738 0.000000 8.523842
+12.121212 9.071604 5.563750 12.579458
+13.131313 13.611557 11.768560 15.454553
+14.141414 17.823044 16.737802 18.908287
+15.151515 21.736185 20.474877 22.997493
+16.161616 26.615949 22.363152 30.868746
+17.171717 33.125006 23.932895 42.317116
+18.181818 37.337190 23.104221 51.570159
+19.191919 39.264765 23.485723 55.043806
+20.202020 39.909784 24.373802 55.445766
+21.212121 40.566236 25.097954 56.034517
+22.222222 41.222979 25.638740 56.807218
+23.232323 41.877276 25.998800 57.755753
+24.242424 42.552621 26.193620 58.911622
+25.252525 43.192873 26.226123 60.159623
+26.262626 47.765765 32.585503 62.946026
+27.272727 53.012261 36.145224 69.879299
+28.282828 55.238117 36.878923 73.597311
+29.292929 61.057628 48.287497 73.827760
+30.303030 66.234932 59.265810 73.204054
+31.313131 74.115891 57.846600 90.385183
+32.323232 79.917524 58.289221 101.545828
+33.333333 81.063868 59.754867 102.372868
+34.343434 87.035202 66.256870 107.813533
+35.353535 92.870745 67.906678 117.834812
+36.363636 94.872864 69.645175 120.100553
+37.373737 96.267474 71.369250 121.165698
+38.383838 97.282664 72.504107 122.061220
+39.393939 98.827348 74.035073 123.619623
+40.404040 100.180150 75.179848 125.180451
+41.414141 101.224272 75.941666 126.506879
+42.424242 102.741513 76.867082 128.615944
+43.434343 104.104445 77.526898 130.681992
+44.444444 105.210167 77.951782 132.468552
+45.454545 106.750876 78.391475 135.110277
+46.464646 101.119686 79.628609 122.610762
+47.474747 92.115568 80.178621 104.052515
+48.484848 71.927542 59.053140 84.801944
+49.494949 65.404658 65.328062 65.481253
+50.505051 67.061837 66.015089 68.108585
+51.515152 68.425786 67.245235 69.606336
+52.525253 69.917138 67.976351 71.857925
+53.535354 71.943314 68.890149 74.996478
+54.545455 72.757174 68.839590 76.674757
+55.555556 73.164098 68.976103 77.352092
+56.565657 73.925093 68.647226 79.202960
+57.575758 74.384934 68.281566 80.488302
+58.585859 75.198799 67.909888 82.487710
+59.595960 76.421441 67.121959 85.720923
+60.606061 82.118446 76.063116 88.173775
+61.616162 74.567964 45.765485 103.370443
+62.626263 75.666674 48.079651 103.253698
+63.636364 76.480539 48.326879 104.634200
+64.646465 77.294396 48.528155 106.060637
+65.656566 78.108253 48.686349 107.530157
+66.666667 78.515181 48.761672 108.268691
+67.676768 81.327005 51.073972 111.580039
+68.686869 32.443220 30.665528 34.220912
+69.696970 34.565511 32.230970 36.900052
+70.707071 36.178041 34.888413 37.467669
+71.717172 37.554192 36.279376 38.829008
+72.727273 39.230135 37.913025 40.547244
+73.737374 40.418711 38.616921 42.220502
+74.747475 41.890394 39.380819 44.399970
+75.757576 34.902837 19.213548 50.592126
+76.767677 22.580288 4.006289 41.154288
+77.777778 23.187215 5.191400 41.183029
+78.787879 24.411740 7.206702 41.616779
+79.797980 24.714832 6.981944 42.447720
+80.808081 25.299098 8.272675 42.325522
+81.818182 22.231087 11.310620 33.151555
+82.828283 28.710008 19.673172 37.746845
+83.838384 31.328737 21.076399 41.581075
+84.848485 33.247908 24.739857 41.755959
+85.858586 34.407288 26.162194 42.652383
+86.868687 35.769264 27.224162 44.314365
+87.878788 37.032962 27.832804 46.233119
+88.888889 37.625331 28.056850 47.193812
+89.898990 37.646990 28.060405 47.233575
+90.909091 37.796499 28.088287 47.504711
+91.919192 36.896951 27.291576 46.502327
+92.929293 33.400489 26.489887 40.311090
+93.939394 32.334408 25.935465 38.733351
+94.949495 30.237696 22.345137 38.130256
+95.959596 14.211060 0.000000 33.750030
+96.969697 17.200379 0.000000 42.796177
+97.979798 8.565721 0.000000 28.540218
+98.989899 8.780337 0.000000 29.529246
+100.000000 8.073154 0.000000 26.982971
diff --git a/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/disk.gnuplot b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..7bfde9b
--- /dev/null
+++ b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/2XL/graph500-28/max_mem_30G_workers_16/disk.png'
+set title "wcc / graph500-28 (2XL) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/wcc/2XL/graph500-28/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/disk.png b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..04765f0
Binary files /dev/null and b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/rss.dat b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..888c045
--- /dev/null
+++ b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.003748 0.001187 0.006310
+1.010101 2.284289 0.818670 3.749908
+2.020202 4.278713 2.795055 5.762371
+3.030303 6.360941 5.382311 7.339571
+4.040404 8.474105 8.238426 8.709784
+5.050505 8.757921 8.585181 8.930661
+6.060606 8.727954 8.515818 8.940089
+7.070707 9.443040 7.900661 10.985418
+8.080808 9.907091 8.239122 11.575061
+9.090909 10.428785 8.938998 11.918572
+10.101010 10.500343 8.840650 12.160037
+11.111111 11.192222 10.125276 12.259168
+12.121212 10.162003 8.639391 11.684615
+13.131313 7.155060 4.957709 9.352411
+14.141414 5.260632 4.849474 5.671789
+15.151515 5.157095 4.697015 5.617175
+16.161616 5.196518 4.718815 5.674220
+17.171717 5.243633 4.841309 5.645958
+18.181818 5.257137 4.867346 5.646927
+19.191919 5.288647 4.923056 5.654238
+20.202020 5.287521 4.921358 5.653685
+21.212121 5.286001 4.919029 5.652972
+22.222222 5.290616 4.925973 5.655259
+23.232323 5.282479 4.913484 5.651474
+24.242424 5.278863 4.907572 5.650155
+25.252525 5.276946 4.904349 5.649543
+26.262626 5.280584 4.908551 5.652617
+27.272727 5.272165 4.891280 5.653049
+28.282828 5.295896 4.945440 5.646351
+29.292929 5.883157 4.819536 6.946778
+30.303030 7.015639 6.070004 7.961273
+31.313131 7.624455 6.422354 8.826557
+32.323232 7.632935 6.352219 8.913652
+33.333333 7.621845 6.341722 8.901968
+34.343434 7.440987 6.409702 8.472271
+35.353535 7.397622 6.409514 8.385730
+36.363636 7.399794 6.422397 8.377191
+37.373737 7.390454 6.416604 8.364303
+38.383838 7.374996 6.407542 8.342449
+39.393939 7.380484 6.410515 8.350453
+40.404040 7.363583 6.400181 8.326986
+41.414141 7.355908 6.395867 8.315948
+42.424242 7.367578 6.403381 8.331775
+43.434343 7.351594 6.392632 8.310555
+44.444444 7.371975 6.406064 8.337887
+45.454545 7.371526 6.404931 8.338121
+46.464646 8.092771 7.151507 9.034035
+47.474747 8.021512 7.231929 8.811095
+48.484848 8.371533 7.375609 9.367457
+49.494949 14.161159 9.525600 18.796718
+50.505051 18.782952 17.624463 19.941441
+51.515152 17.943636 16.605161 19.282110
+52.525253 17.868657 16.678406 19.058907
+53.535354 17.421895 16.989514 17.854276
+54.545455 16.741431 15.522723 17.960140
+55.555556 17.054551 16.389659 17.719444
+56.565657 17.559703 17.040985 18.078422
+57.575758 17.277876 16.546051 18.009700
+58.585859 17.682237 16.960048 18.404426
+59.595960 17.413460 16.790401 18.036519
+60.606061 17.065159 16.378114 17.752203
+61.616162 17.096926 15.234145 18.959708
+62.626263 17.572111 16.065692 19.078531
+63.636364 17.327944 15.696176 18.959712
+64.646465 17.816459 16.240781 19.392137
+65.656566 17.113524 15.526759 18.700289
+66.666667 17.006532 15.310660 18.702404
+67.676768 17.737178 16.174473 19.299883
+68.686869 18.830326 17.961556 19.699096
+69.696970 17.318216 15.368298 19.268134
+70.707071 15.915864 13.252723 18.579005
+71.717172 13.451809 11.099441 15.804177
+72.727273 12.516265 10.477055 14.555476
+73.737374 12.509309 10.462413 14.556205
+74.747475 12.492675 10.416117 14.569233
+75.757576 12.899381 11.537568 14.261194
+76.767677 13.220074 12.150566 14.289583
+77.777778 13.377816 12.421917 14.333714
+78.787879 13.396259 12.513630 14.278889
+79.797980 13.764383 12.925948 14.602817
+80.808081 13.931353 12.969386 14.893320
+81.818182 14.188815 12.819286 15.558343
+82.828283 13.279638 12.223697 14.335579
+83.838384 13.282278 12.227680 14.336875
+84.848485 12.923120 11.284893 14.561347
+85.858586 12.924657 11.286295 14.563019
+86.868687 12.923646 11.285745 14.561547
+87.878788 12.918551 11.278323 14.558780
+88.888889 12.918183 11.277792 14.558574
+89.898990 12.915496 11.273518 14.557474
+90.909091 12.912210 11.273684 14.550735
+91.919192 12.908156 11.271051 14.545261
+92.929293 12.905919 11.269280 14.542558
+93.939394 12.923488 11.278008 14.568968
+94.949495 12.992942 11.379802 14.606082
+95.959596 13.271948 11.566005 14.977891
+96.969697 12.263271 9.985260 14.541283
+97.979798 12.484274 10.411370 14.557178
+98.989899 8.569554 1.658490 15.480617
+100.000000 4.056797 0.000000 10.570196
diff --git a/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/rss.gnuplot b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..ecd85d2
--- /dev/null
+++ b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/2XL/graph500-28/max_mem_30G_workers_16/rss.png'
+set title "wcc / graph500-28 (2XL) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/wcc/2XL/graph500-28/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/rss.png b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..fe9679d
Binary files /dev/null and b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/wall_time.dat b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..d87ccea
--- /dev/null
+++ b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+993.363001 1.18485948e-05
+993.492867 1.43215831e-05
+993.622734 1.72734847e-05
+993.752601 2.07890147e-05
+993.882468 2.49662401e-05
+994.012335 2.9918371e-05
+994.142202 3.57757371e-05
+994.272069 4.26879575e-05
+994.401935 5.08263118e-05
+994.531802 6.03863192e-05
+994.661669 7.15905298e-05
+994.791536 8.4691529e-05
+994.921403 9.99751543e-05
+995.05127 0.000117763919
+995.181136 0.000138420632
+995.311003 0.000162352202
+995.44087 0.000190013604
+995.570737 0.000221911986
+995.700604 0.000258610876
+995.830471 0.000300734459
+995.960338 0.000348971874
+996.090204 0.000404081476
+996.220071 0.000466894998
+996.349938 0.000538321547
+996.479805 0.000619351352
+996.609672 0.00071105918
+996.739539 0.000814607324
+996.869405 0.000931248053
+996.999272 0.00106232544
+997.129139 0.00120927642
+997.259006 0.001373631
+997.388873 0.00155701148
+997.51874 0.00176113056
+997.648607 0.00198778825
+997.778473 0.00223886741
+997.90834 0.00251632793
+998.038207 0.00282219927
+998.168074 0.00315857151
+998.297941 0.00352758463
+998.427808 0.0039314161
+998.557675 0.00437226675
+998.687541 0.00485234486
+998.817408 0.00537384856
+998.947275 0.00593894653
+999.077142 0.00654975722
+999.207009 0.00720832654
+999.336876 0.00791660439
+999.466742 0.00867642005
+999.596609 0.00948945672
+999.726476 0.0103572256
+999.856343 0.0112810397
+999.98621 0.0122619875
+1000.11608 0.0133009076
+1000.24594 0.0143983637
+1000.37581 0.0155546209
+1000.50568 0.0167696239
+1000.63554 0.0180429775
+1000.76541 0.0193739287
+1000.89528 0.0207613527
+1001.02514 0.0222037418
+1001.15501 0.0236991979
+1001.28488 0.0252454291
+1001.41475 0.0268397508
+1001.54461 0.0284790906
+1001.67448 0.0301599989
+1001.80435 0.0318786632
+1001.93421 0.0336309279
+1002.06408 0.0354123185
+1002.19395 0.0372180702
+1002.32381 0.0390431611
+1002.45368 0.0408823494
+1002.58355 0.0427302137
+1002.71341 0.0445811972
+1002.84328 0.0464296537
+1002.97315 0.0482698962
+1003.10301 0.0500962458
+1003.23288 0.0519030824
+1003.36275 0.0536848941
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+1004.01208 0.0620392217
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+1004.79128 0.0702982623
+1004.92115 0.0714470325
+1005.05102 0.0725267102
+1005.18088 0.073536733
+1005.31075 0.0744769263
+1005.44062 0.0753474768
+1005.57048 0.0761489012
+1005.70035 0.0768820106
+1005.83022 0.0775478723
+1005.96008 0.0781477683
+1006.08995 0.0786831533
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+1006.34969 0.079566812
+1006.47955 0.0799184711
+1006.60942 0.0802123088
+1006.73929 0.0804500139
+1006.86915 0.0806332112
+1006.99902 0.0807634324
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+1007.51849 0.0807807769
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+1007.77822 0.0805015721
+1007.90809 0.0802925158
+1008.03795 0.0800377555
+1008.16782 0.07973761
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+1009.07689 0.0763847533
+1009.20676 0.0757306874
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+1009.98596 0.0709683531
+1010.11582 0.0700503953
+1010.24569 0.0691029231
+1010.37556 0.0681287604
+1010.50542 0.0671309618
+1010.63529 0.0661127886
+1010.76516 0.065077679
+1010.89503 0.064029213
+1011.02489 0.0629710735
+1011.15476 0.0619070039
+1011.28463 0.0608407626
+1011.41449 0.0597760759
+1011.54436 0.05871659
+1011.67423 0.0576658228
+1011.80409 0.0566271168
+1011.93396 0.0556035938
+1012.06383 0.0545981124
+1012.19369 0.0536132291
+1012.32356 0.0526511635
+1012.45343 0.0517137692
+1012.58329 0.0508025094
+1012.71316 0.0499184393
+1012.84303 0.0490621949
+1012.97289 0.0482339878
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+1014.01183 0.0425106569
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+1014.5313 0.0400393827
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+1014.9209 0.0382094121
+1015.05076 0.037588145
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+1015.3105 0.0363129587
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+1015.57023 0.0349797924
+1015.7001 0.0342871159
+1015.82997 0.033575356
+1015.95983 0.0328436697
+1016.0897 0.0320915629
+1016.21957 0.0313188915
+1016.34943 0.0305258592
+1016.4793 0.0297130083
+1016.60917 0.0288812065
+1016.73903 0.0280316297
+1016.8689 0.0271657399
+1016.99877 0.0262852604
+1017.12863 0.0253921475
+1017.2585 0.0244885601
+1017.38837 0.0235768275
+1017.51823 0.022659416
+1017.6481 0.0217388945
+1017.77797 0.0208179004
+1017.90783 0.0198991061
+1018.0377 0.0189851859
+1018.16757 0.0180787845
+1018.29744 0.0171824876
+1018.4273 0.0162987946
+1018.55717 0.0154300933
+1018.68704 0.0145786378
+1018.8169 0.0137465291
+1018.94677 0.0129356987
+1019.07664 0.0121478954
+1019.2065 0.011384675
+1019.33637 0.010647393
+1019.46624 0.0099372005
+1019.5961 0.00925504257
+1019.72597 0.00860165965
+1019.85584 0.00797759103
+1019.9857 0.00738318073
+1020.11557 0.00681858533
+1020.24544 0.0062837835
+1020.37531 0.00577858693
+1020.50517 0.00530265255
+1020.63504 0.00485549556
+1020.76491 0.00443650319
+1020.89477 0.00404494884
+1021.02464 0.00368000642
+1021.15451 0.00334076467
+1021.28437 0.00302624126
+1021.41424 0.00273539644
+1021.54411 0.00246714626
+1021.67397 0.002220375
+1021.80384 0.00199394691
+1021.93371 0.00178671708
+1022.06357 0.00159754131
+1022.19344 0.00142528519
+1022.32331 0.00126883201
+1022.45317 0.00112708984
+1022.58304 0.000998997561
+1022.71291 0.000883529962
+1022.84278 0.00077970195
+1022.97264 0.000686571873
+1023.10251 0.000603244049
+1023.23238 0.000528870536
+1023.36224 0.000462652223
+1023.49211 0.000403839305
+1023.62198 0.000351731199
+1023.75184 0.000305675983
+1023.88171 0.000265069423
+1024.01158 0.000229353633
+1024.14144 0.00019801546
+1024.27131 0.000170584622
+1024.40118 0.000146631677
+1024.53104 0.000125765848
+1024.66091 0.000107632767
+1024.79078 9.1912171e-05
+1024.92064 7.831558e-05
+1025.05051 6.65839927e-05
+1025.18038 5.64856234e-05
+1025.31025 4.78137007e-05
+1025.44011 4.03843459e-05
+1025.56998 3.4034544e-05
+1025.69985 2.86202184e-05
+1025.82971 2.40144151e-05
+1025.95958 2.01056024e-05
+1026.08945 1.67960874e-05
+1026.21931 1.40005491e-05
+1026.34918 1.16446887e-05
+1026.47905 9.66399127e-06
diff --git a/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..36128d3
--- /dev/null
+++ b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/2XL/graph500-28/max_mem_30G_workers_16/wall_time.png'
+set title "wcc / graph500-28 (2XL) — max_mem_30G workers_16\nmedian=1008.907s  mean=1008.888s  std=4.359s  min=1004.443s  max=1015.399s  p90=1013.344s  p95=1014.371s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.105132]
+set xrange [993.363001:1026.479047]
+set grid y
+set key top right
+set arrow from 1008.906791,0 to 1008.906791,0.105132 nohead lc rgb 'red' lw 2
+set label 'median 1008.907s' at 1008.906791,0.105132 offset char 0,1 tc rgb 'red'
+set arrow from 1013.343895,0 to 1013.343895,0.105132 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 1013.344s' at 1013.343895,0.105132 offset char 0,1 tc rgb 'orange'
+set arrow from 1014.371433,0 to 1014.371433,0.105132 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 1014.371s' at 1014.371433,0.105132 offset char 0,1 tc rgb 'orange'
+set arrow from 1015.398970,0 to 1015.398970,0.00323482 nohead lc rgb '#666666' lw 1
+set arrow from 1005.429852,0 to 1005.429852,0.00323482 nohead lc rgb '#666666' lw 1
+set arrow from 1008.906791,0 to 1008.906791,0.00323482 nohead lc rgb '#666666' lw 1
+set arrow from 1004.443077,0 to 1004.443077,0.00323482 nohead lc rgb '#666666' lw 1
+set arrow from 1010.261283,0 to 1010.261283,0.00323482 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/wcc/2XL/graph500-28/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/wcc/2XL/graph500-28/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/wall_time.png b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..920809c
Binary files /dev/null and b/benches/results/wcc/2XL/graph500-28/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/benchmark.json b/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index 8af017b..0000000
--- a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,107085 +0,0 @@
-{
-  "algorithm": "wcc",
-  "dataset": "graph500-29",
-  "size_class": "2XL",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/wcc_graph500-29",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--seed",
-      "42"
-    ]
-  },
-  "graph": {
-    "vertices": 232000000,
-    "edges": 8000000000,
-    "nodes_str": "232M",
-    "edges_str": "8B"
-  },
-  "warmup": {
-    "wall_time_s": 7412.9464837489995,
-    "sampling_interval_s": 1.0
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 7128.812114206001,
-      "peak_rss_kb": 24768664,
-      "peak_disk_bytes": 223883339776.0,
-      "returncode": 0,
-      "n_samples": 7089
-    },
-    {
-      "index": 1,
-      "wall_time_s": 7063.405141560997,
-      "peak_rss_kb": 19475956,
-      "peak_disk_bytes": 223882190848.0,
-      "returncode": 0,
-      "n_samples": 7006
-    },
-    {
-      "index": 2,
-      "wall_time_s": 7198.768112839003,
-      "peak_rss_kb": 19674760,
-      "peak_disk_bytes": 223882638336.0,
-      "returncode": 0,
-      "n_samples": 7123
-    },
-    {
-      "index": 3,
-      "wall_time_s": 7174.247712473007,
-      "peak_rss_kb": 19901080,
-      "peak_disk_bytes": 223882182656.0,
-      "returncode": 0,
-      "n_samples": 7082
-    },
-    {
-      "index": 4,
-      "wall_time_s": 7111.307288308999,
-      "peak_rss_kb": 19492424,
-      "peak_disk_bytes": 223882625024.0,
-      "returncode": 0,
-      "n_samples": 7005
-    }
-  ],
-  "stats": {
-    "wall_time_s": {
-      "n": 5,
-      "median": 7128.812114206001,
-      "mean": 7135.308073877602,
-      "std": 53.22532027760526,
-      "min": 7063.405141560997,
-      "max": 7198.768112839003,
-      "p90": 7188.959952692605,
-      "p95": 7193.864032765803
-    },
-    "peak_rss_kb": {
-      "n": 5,
-      "median": 19674760.0,
-      "mean": 20662576.8,
-      "std": 2301789.4125612793,
-      "min": 19475956,
-      "max": 24768664,
-      "p90": 22821630.4,
-      "p95": 23795147.2
-    },
-    "peak_disk_bytes": {
-      "n": 5,
-      "median": 223882625024.0,
-      "mean": 223882595328.0,
-      "std": 471920.70710236905,
-      "min": 223882182656.0,
-      "max": 223883339776.0,
-      "p90": 223883059200.0,
-      "p95": 223883199488.0
-    },
-    "medges_per_sec": 1.1222065993376276
-  },
-  "series": {
-    "alignment": "dtw",
-    "ref_run": 0,
-    "band_frac": 0.25,
-    "grid_size": 100,
-    "rss_bands_gib": [
-      [
-        1.8579248341648065,
-        0.6628400458072805,
-        3.0530096225223327
-      ],
-      [
-        5.893387778955822,
-        4.955669757745219,
-        6.8311058001664255
-      ],
-      [
-        9.144037426772156,
-        7.271957513556801,
-        11.016117339987511
-      ],
-      [
-        10.649155304759812,
-        8.72181592523666,
-        12.576494684282965
-      ],
-      [
-        12.64293186736524,
-        10.386385979331447,
-        14.899477755399033
-      ],
-      [
-        14.199398511345223,
-        12.760834924036473,
-        15.637962098653972
-      ],
-      [
-        14.25544664993915,
-        12.971087747874622,
-        15.53980555200368
-      ],
-      [
-        13.645402693461657,
-        12.319748915002982,
-        14.971056471920331
-      ],
-      [
-        12.886746827897221,
-        12.574922393359556,
-        13.198571262434887
-      ],
-      [
-        12.966040373789596,
-        12.5920263732292,
-        13.340054374349993
-      ],
-      [
-        13.005354987701088,
-        12.592522317315803,
-        13.418187658086373
-      ],
-      [
-        13.135972844382044,
-        12.550583162923848,
-        13.72136252584024
-      ],
-      [
-        13.075347260913407,
-        12.302158540897185,
-        13.84853598092963
-      ],
-      [
-        13.358806201842944,
-        12.387449835071243,
-        14.330162568614645
-      ],
-      [
-        12.185222044972154,
-        11.548059683183755,
-        12.822384406760552
-      ],
-      [
-        11.606643671950883,
-        10.21599297553443,
-        12.997294368367335
-      ],
-      [
-        10.841110650728163,
-        10.174143608660609,
-        11.508077692795718
-      ],
-      [
-        10.739929673459581,
-        10.059004672519832,
-        11.420854674399331
-      ],
-      [
-        10.727560669738816,
-        10.036629154108862,
-        11.41849218536877
-      ],
-      [
-        10.72983117499786,
-        10.043194252987474,
-        11.416468097008247
-      ],
-      [
-        10.729751255172818,
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-  "environment": {
-    "timestamp": "2026-09-09T00:55:50.580233+00:00",
-    "platform": "Linux-7.0.0-1011-aws-x86_64-with-glibc2.43",
-    "python": "3.14.4",
-    "cpu_count": 4,
-    "gnuplot": true,
-    "git_commit": "d8b7df955dcf8ad3c94c30e7f5af8e7d5ebc33db"
-  }
-}
\ No newline at end of file
diff --git a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/disk.dat b/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index 590ff8a..0000000
--- a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000001
-1.010101 0.000000 0.000000 0.000001
-2.020202 0.000000 0.000000 0.000001
-3.030303 0.000000 0.000000 0.000001
-4.040404 0.813729 0.000000 2.094872
-5.050505 2.034279 2.034218 2.034340
-6.060606 3.254817 1.973729 4.535906
-7.070707 4.068521 4.068453 4.068588
-8.080808 4.068521 4.068453 4.068588
-9.090909 4.068521 4.068453 4.068588
-10.101010 4.068521 4.068453 4.068588
-11.111111 4.170280 3.908628 4.431931
-12.121212 4.170280 3.908628 4.431931
-13.131313 4.780535 3.802139 5.758931
-14.141414 6.537377 2.045228 11.029526
-15.151515 11.398000 0.000000 24.824665
-16.161616 23.104890 3.598061 42.611719
-17.171717 44.948808 27.567889 62.329727
-18.181818 65.871339 58.629257 73.113421
-19.191919 69.386637 63.449238 75.324036
-20.202020 73.174172 59.047671 87.300672
-21.212121 76.957908 53.440660 100.475155
-22.222222 84.046778 52.473335 115.620221
-23.232323 85.851200 49.957689 121.744710
-24.242424 98.384748 64.746379 132.023118
-25.252525 99.988826 62.676549 137.301103
-26.262626 101.192076 61.066460 141.317692
-27.272727 102.395103 59.418150 145.372056
-28.282828 103.597609 57.739241 149.455976
-29.292929 104.972688 55.788090 154.157287
-30.303030 106.404341 53.727716 159.080965
-31.313131 107.608038 51.976570 163.239506
-32.323232 108.811711 50.211020 167.412401
-33.333333 110.280082 48.040661 172.519503
-34.343434 110.903682 47.114137 174.693227
-35.353535 106.123544 54.133880 158.113207
-36.363636 106.100202 54.167601 158.032802
-37.373737 107.302806 52.422082 162.183531
-38.383838 104.134834 56.980574 151.289093
-39.393939 119.591686 92.252923 146.930450
-40.404040 166.126259 130.412391 201.840127
-41.414141 146.894248 117.128476 176.660020
-42.424242 133.061836 129.436222 136.687450
-43.434343 132.556945 129.839330 135.274561
-44.444444 135.951214 133.994193 137.908235
-45.454545 138.893948 136.344918 141.442978
-46.464646 141.647286 139.555119 143.739453
-47.474747 142.054145 139.004355 145.103935
-48.484848 142.766172 137.951125 147.581219
-49.494949 143.274744 137.175208 149.374280
-50.505051 144.088459 137.189236 150.987682
-51.515152 146.066160 137.571237 154.561084
-52.525253 147.343333 138.045856 156.640810
-53.535354 148.563936 138.368296 158.759575
-54.545455 150.191387 137.770235 162.612538
-55.555556 151.005127 137.426596 164.583657
-56.565657 152.894929 139.985188 165.804669
-57.575758 153.741268 140.694519 166.788017
-58.585859 154.447528 139.710735 169.184322
-59.595960 157.493422 143.160938 171.825907
-60.606061 161.155150 145.822877 176.487424
-61.616162 161.968894 145.016886 178.920903
-62.626263 162.375756 144.576919 180.174594
-63.636364 162.782626 144.116730 181.448522
-64.646465 163.596337 143.146089 184.046585
-65.656566 164.816929 144.475413 185.158445
-66.666667 167.341781 146.677576 188.005986
-67.676768 175.787379 155.610768 195.963991
-68.686869 189.875180 171.794772 207.955588
-69.696970 178.790939 131.350458 226.231420
-70.707071 176.880709 112.830260 240.931158
-71.717172 126.948738 47.783340 206.114135
-72.727273 104.086430 40.220663 167.952197
-73.737374 81.426803 79.155638 83.697968
-74.747475 84.498631 82.534787 86.462475
-75.757576 85.903399 82.751486 89.055313
-76.767677 91.387331 90.645766 92.128896
-77.777778 36.081859 0.000000 72.618264
-78.787879 51.512787 15.468359 87.557215
-79.797980 49.873343 20.486856 79.259830
-80.808081 49.602024 20.495991 78.708057
-81.818182 59.770027 35.363841 84.176214
-82.828283 59.140782 35.189551 83.092012
-83.838384 59.140782 35.189551 83.092012
-84.848485 59.140782 35.189551 83.092012
-85.858586 62.251347 46.297379 78.205315
-86.868687 65.975282 59.595549 72.355015
-87.878788 68.798357 67.919934 69.676780
-88.888889 69.019519 67.572499 70.466538
-89.898990 69.362470 67.033729 71.691210
-90.909091 69.017785 67.575224 70.460345
-91.919192 68.974375 67.643419 70.305331
-92.929293 68.738095 68.014601 69.461589
-93.939394 68.457916 68.450474 68.465358
-94.949495 68.457916 68.450474 68.465358
-95.959596 68.457916 68.450474 68.465358
-96.969697 42.604297 1.904303 83.304292
-97.979798 16.569536 0.000000 49.924837
-98.989899 3.194292 1.851649 4.536934
-100.000000 1.316669 0.348012 2.285327
diff --git a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/disk.gnuplot b/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index 245ef3c..0000000
--- a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/disk.png'
-set title "wcc / graph500-29 (2XL) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/disk.png b/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index 05ed83a..0000000
Binary files a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/rss.dat b/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index 65e7cc5..0000000
--- a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 1.857925 0.662840 3.053010
-1.010101 5.893388 4.955670 6.831106
-2.020202 9.144037 7.271958 11.016117
-3.030303 10.649155 8.721816 12.576495
-4.040404 12.642932 10.386386 14.899478
-5.050505 14.199399 12.760835 15.637962
-6.060606 14.255447 12.971088 15.539806
-7.070707 13.645403 12.319749 14.971056
-8.080808 12.886747 12.574922 13.198571
-9.090909 12.966040 12.592026 13.340054
-10.101010 13.005355 12.592522 13.418188
-11.111111 13.135973 12.550583 13.721363
-12.121212 13.075347 12.302159 13.848536
-13.131313 13.358806 12.387450 14.330163
-14.141414 12.185222 11.548060 12.822384
-15.151515 11.606644 10.215993 12.997294
-16.161616 10.841111 10.174144 11.508078
-17.171717 10.739930 10.059005 11.420855
-18.181818 10.727561 10.036629 11.418492
-19.191919 10.729831 10.043194 11.416468
-20.202020 10.729751 10.042964 11.416539
-21.212121 10.728976 10.040725 11.417228
-22.222222 10.725543 10.035382 11.415704
-23.232323 10.927119 10.456515 11.397724
-24.242424 10.883569 10.403140 11.363999
-25.252525 10.883796 10.403491 11.364101
-26.262626 10.855396 10.354384 11.356408
-27.272727 10.858010 10.359315 11.356706
-28.282828 10.858444 10.360125 11.356763
-29.292929 10.858036 10.359362 11.356709
-30.303030 10.838618 10.320903 11.356333
-31.313131 10.840469 10.324748 11.356191
-32.323232 10.841911 10.327717 11.356105
-33.333333 10.840122 10.324029 11.356215
-34.343434 10.837938 10.319482 11.356394
-35.353535 10.833166 10.309373 11.356959
-36.363636 10.835059 10.313412 11.356707
-37.373737 10.832465 10.307868 11.357061
-38.383838 10.831895 10.306641 11.357148
-39.393939 11.077183 10.395151 11.759214
-40.404040 11.503324 10.678538 12.328110
-41.414141 11.680358 10.606369 12.754347
-42.424242 11.971728 11.240755 12.702701
-43.434343 12.808559 10.939695 14.677423
-44.444444 17.734434 17.273580 18.195287
-45.454545 17.414927 16.302026 18.527827
-46.464646 17.789043 16.861182 18.716905
-47.474747 17.882147 17.128381 18.635912
-48.484848 17.908932 17.198184 18.619680
-49.494949 18.038561 17.460380 18.616741
-50.505051 17.880165 17.322871 18.437458
-51.515152 17.476095 16.047739 18.904451
-52.525253 17.616293 16.937124 18.295463
-53.535354 18.079614 17.524293 18.634936
-54.545455 17.933731 17.593355 18.274107
-55.555556 17.777512 17.176158 18.378867
-56.565657 17.792921 17.599046 17.986796
-57.575758 17.433783 16.606032 18.261535
-58.585859 17.416388 16.587645 18.245132
-59.595960 17.657451 16.551762 18.763140
-60.606061 17.673736 16.647208 18.700263
-61.616162 17.546812 16.496400 18.597225
-62.626263 17.737867 16.684452 18.791282
-63.636364 17.576234 16.540422 18.612045
-64.646465 17.480420 16.378534 18.582307
-65.656566 17.641465 16.615679 18.667251
-66.666667 17.156607 15.714044 18.599169
-67.676768 17.854695 17.077421 18.631969
-68.686869 17.794008 17.147556 18.440460
-69.696970 18.881365 15.861844 21.900886
-70.707071 17.317014 16.972508 17.661520
-71.717172 17.733256 16.400327 19.066185
-72.727273 16.336459 14.985533 17.687385
-73.737374 15.316515 14.936558 15.696472
-74.747475 15.266967 14.889970 15.643964
-75.757576 15.249736 14.891207 15.608266
-76.767677 15.208609 14.861510 15.555707
-77.777778 15.258496 14.987826 15.529167
-78.787879 15.490537 15.236979 15.744094
-79.797980 16.318452 15.112339 17.524565
-80.808081 16.251447 15.686728 16.816165
-81.818182 16.954987 15.438339 18.471636
-82.828283 16.835779 15.658386 18.013171
-83.838384 16.806536 15.695778 17.917294
-84.848485 16.795667 15.709392 17.881942
-85.858586 16.547754 15.933619 17.161889
-86.868687 16.544874 15.934457 17.155291
-87.878788 16.667496 15.852952 17.482040
-88.888889 16.631584 15.884783 17.378385
-89.898990 16.633172 15.883487 17.382857
-90.909091 16.637964 15.879507 17.396422
-91.919192 16.643964 15.874388 17.413539
-92.929293 16.649083 15.884825 17.413342
-93.939394 16.748717 15.866546 17.630889
-94.949495 16.794593 15.843962 17.745225
-95.959596 16.817784 15.828989 17.806580
-96.969697 17.480996 15.431015 19.530976
-97.979798 17.847576 16.228478 19.466675
-98.989899 17.586463 16.957589 18.215338
-100.000000 13.599664 4.857375 22.341953
diff --git a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/rss.gnuplot b/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index 0a24a3c..0000000
--- a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/rss.png'
-set title "wcc / graph500-29 (2XL) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/rss.png b/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index a8f3529..0000000
Binary files a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/wall_time.dat b/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 8ef0242..0000000
--- a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-6919.06181 7.4336349e-07
-6920.72475 8.93008207e-07
-6922.38769 1.07051157e-06
-6924.05063 1.28058742e-06
-6925.71357 1.52865447e-06
-6927.37651 1.82092455e-06
-6929.03945 2.16449913e-06
-6930.70239 2.56747401e-06
-6932.36533 3.03905272e-06
-6934.02827 3.58966837e-06
-6935.69121 4.23111421e-06
-6937.35415 4.97668244e-06
-6939.01709 5.84131105e-06
-6940.68003 6.84173824e-06
-6942.34297 7.99666347e-06
-6944.00591 9.32691441e-06
-6945.66885 1.08556184e-05
-6947.33179 1.2608377e-05
-6948.99473 1.46134423e-05
-6950.65767 1.6901892e-05
-6952.32061 1.95078021e-05
-6953.98355 2.24684135e-05
-6955.64648 2.58242908e-05
-6957.30942 2.96194688e-05
-6958.97236 3.39015844e-05
-6960.6353 3.8721989e-05
-6962.29824 4.41358393e-05
-6963.96118 5.02021598e-05
-6965.62412 5.6983876e-05
-6967.28706 6.45478108e-05
-6968.95 7.29646431e-05
-6970.61294 8.23088213e-05
-6972.27588 9.26584312e-05
-6973.93882 0.000104095011
-6975.60176 0.000116703314
-6977.2647 0.000130571014
-6978.92764 0.000145788349
-6980.59058 0.000162447708
-6982.25352 0.00018064316
-6983.91646 0.000200469909
-6985.5794 0.000222023709
-6987.24234 0.000245400205
-6988.90528 0.000270694233
-6990.56822 0.000297999064
-6992.23116 0.000327405612
-6993.8941 0.000359001602
-6995.55704 0.000392870715
-6997.21998 0.000429091714
-6998.88292 0.000467737569
-7000.54586 0.000508874576
-7002.2088 0.000552561512
-7003.87174 0.0005988488
-7005.53468 0.000647777737
-7007.19762 0.000699379767
-7008.86056 0.000753675834
-7010.5235 0.000810675811
-7012.18644 0.000870378033
-7013.84938 0.000932768933
-7015.51232 0.0009978228
-7017.17526 0.00106550166
-7018.83819 0.0011357553
-7020.50113 0.00120852139
-7022.16407 0.00128372584
-7023.82701 0.00136128317
-7025.48995 0.0014410971
-7027.15289 0.00152306127
-7028.81583 0.00160706005
-7030.47877 0.00169296949
-7032.14171 0.00178065832
-7033.80465 0.00186998912
-7035.46759 0.00196081943
-7037.13053 0.00205300307
-7038.79347 0.00214639129
-7040.45641 0.0022408341
-7042.11935 0.00233618143
-7043.78229 0.00243228435
-7045.44523 0.00252899614
-7047.10817 0.00262617338
-7048.77111 0.00272367676
-7050.43405 0.00282137193
-7052.09699 0.00291913011
-7053.75993 0.00301682859
-7055.42287 0.00311435098
-7057.08581 0.00321158744
-7058.74875 0.0033084346
-7060.41169 0.00340479536
-7062.07463 0.00350057857
-7063.73757 0.00359569849
-7065.40051 0.0036900742
-7067.06345 0.00378362878
-7068.72639 0.00387628856
-7070.38933 0.00396798214
-7072.05227 0.00405863947
-7073.71521 0.00414819094
-7075.37815 0.00423656638
-7077.04109 0.00432369425
-7078.70403 0.00440950079
-7080.36697 0.00449390939
-7082.0299 0.00457683999
-7083.69284 0.00465820871
-7085.35578 0.00473792764
-7087.01872 0.0048159048
-7088.68166 0.00489204433
-7090.3446 0.00496624684
-7092.00754 0.00503841002
-7093.67048 0.00510842942
-7095.33342 0.00517619939
-7096.99636 0.00524161425
-7098.6593 0.00530456951
-7100.32224 0.00536496331
-7101.98518 0.00542269787
-7103.64812 0.00547768102
-7105.31106 0.00552982772
-7106.974 0.00557906159
-7108.63694 0.00562531635
-7110.29988 0.00566853711
-7111.96282 0.00570868162
-7113.62576 0.00574572121
-7115.2887 0.00577964163
-7116.95164 0.00581044356
-7118.61458 0.00583814291
-7120.27752 0.00586277078
-7121.94046 0.0058843732
-7123.6034 0.00590301047
-7125.26634 0.00591875627
-7126.92928 0.00593169649
-7128.59222 0.00594192768
-7130.25516 0.00594955537
-7131.9181 0.0059546921
-7133.58104 0.00595745522
-7135.24398 0.00595796464
-7136.90692 0.00595634041
-7138.56986 0.00595270021
-7140.2328 0.00594715687
-7141.89574 0.00593981595
-7143.55868 0.00593077335
-7145.22161 0.00592011312
-7146.88455 0.00590790538
-7148.54749 0.00589420458
-7150.21043 0.0058790479
-7151.87337 0.0058624541
-7153.53631 0.0058444226
-7155.19925 0.00582493297
-7156.86219 0.00580394478
-7158.52513 0.00578139786
-7160.18807 0.00575721292
-7161.85101 0.00573129258
-7163.51395 0.00570352276
-7165.17689 0.00567377441
-7166.83983 0.00564190556
-7168.50277 0.0056077637
-7170.16571 0.00557118837
-7171.82865 0.00553201394
-7173.49159 0.00549007261
-7175.15453 0.00544519747
-7176.81747 0.00539722565
-7178.48041 0.00534600144
-7180.14335 0.00529137937
-7181.80629 0.00523322724
-7183.46923 0.00517142891
-7185.13217 0.00510588696
-7186.79511 0.00503652513
-7188.45805 0.00496329037
-7190.12099 0.00488615471
-7191.78393 0.00480511673
-7193.44687 0.00472020265
-7195.10981 0.00463146708
-7196.77275 0.00453899338
-7198.43569 0.00444289363
-7200.09863 0.0043433082
-7201.76157 0.004240405
-7203.42451 0.00413437831
-7205.08745 0.00402544729
-7206.75039 0.00391385425
-7208.41332 0.00379986255
-7210.07626 0.00368375429
-7211.7392 0.00356582783
-7213.40214 0.0034463951
-7215.06508 0.00332577877
-7216.72802 0.00320430942
-7218.39096 0.00308232253
-7220.0539 0.00296015562
-7221.71684 0.0028381453
-7223.37978 0.00271662446
-7225.04272 0.00259591955
-7226.70566 0.00247634801
-7228.3686 0.00235821586
-7230.03154 0.00224181546
-7231.69448 0.00212742357
-7233.35742 0.00201529953
-7235.02036 0.00190568374
-7236.6833 0.00179879643
-7238.34624 0.00169483662
-7240.00918 0.00159398136
-7241.67212 0.00149638526
-7243.33506 0.00140218023
-7244.998 0.00131147546
-7246.66094 0.00122435766
-7248.32388 0.00114089147
-7249.98682 0.00106112009
-7251.64976 0.000985066116
-7253.3127 0.000912732421
-7254.97564 0.000844103312
-7256.63858 0.000779145705
-7258.30152 0.000717810426
-7259.96446 0.000660033576
-7261.6274 0.000605737948
-7263.29034 0.000554834467
-7264.95328 0.000507223652
-7266.61622 0.000462797058
-7268.27916 0.000421438703
-7269.9421 0.000383026457
-7271.60503 0.000347433374
-7273.26797 0.000314528968
-7274.93091 0.000284180419
-7276.59385 0.000256253689
-7278.25679 0.000230614567
-7279.91973 0.000207129618
-7281.58267 0.000185667038
-7283.24561 0.000166097418
-7284.90855 0.000148294422
-7286.57149 0.000132135358
-7288.23443 0.000117501674
-7289.89737 0.000104279366
-7291.56031 9.23592916e-05
-7293.22325 8.16374277e-05
-7294.88619 7.20150378e-05
-7296.54913 6.33987846e-05
-7298.21207 5.57007781e-05
-7299.87501 4.88385712e-05
-7301.53795 4.27351073e-05
-7303.20089 3.73186257e-05
-7304.86383 3.25225319e-05
-7306.52677 2.82852366e-05
-7308.18971 2.45499702e-05
-7309.85265 2.12645779e-05
-7311.51559 1.83812987e-05
-7313.17853 1.58565338e-05
-7314.84147 1.3650608e-05
-7316.50441 1.17275279e-05
-7318.16735 1.00547384e-05
-7319.83029 8.60288299e-06
-7321.49323 7.34556705e-06
-7323.15617 6.25912848e-06
-7324.81911 5.32241597e-06
-7326.48205 4.51657648e-06
-7328.14499 3.82485305e-06
-7329.80793 3.23239341e-06
-7331.47087 2.72607001e-06
-7333.13381 2.29431167e-06
-7334.79674 1.92694686e-06
-7336.45968 1.61505865e-06
-7338.12262 1.35085094e-06
-7339.78556 1.12752579e-06
-7341.4485 9.39171354e-07
-7343.11144 7.80659907e-07
diff --git a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index b760e23..0000000
--- a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/wall_time.png'
-set title "wcc / graph500-29 (2XL) — max_mem_24G workers_4\nmedian=7128.812s  mean=7135.308s  std=53.225s  min=7063.405s  max=7198.768s  p90=7188.960s  p95=7193.864s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.00774535]
-set xrange [6919.061811:7343.111444]
-set grid y
-set key top right
-set arrow from 7128.812114,0 to 7128.812114,0.00774535 nohead lc rgb 'red' lw 2
-set label 'median 7128.812s' at 7128.812114,0.00774535 offset char 0,1 tc rgb 'red'
-set arrow from 7188.959953,0 to 7188.959953,0.00774535 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 7188.960s' at 7188.959953,0.00774535 offset char 0,1 tc rgb 'orange'
-set arrow from 7193.864033,0 to 7193.864033,0.00774535 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 7193.864s' at 7193.864033,0.00774535 offset char 0,1 tc rgb 'orange'
-set arrow from 7128.812114,0 to 7128.812114,0.000238319 nohead lc rgb '#666666' lw 1
-set arrow from 7063.405142,0 to 7063.405142,0.000238319 nohead lc rgb '#666666' lw 1
-set arrow from 7198.768113,0 to 7198.768113,0.000238319 nohead lc rgb '#666666' lw 1
-set arrow from 7174.247712,0 to 7174.247712,0.000238319 nohead lc rgb '#666666' lw 1
-set arrow from 7111.307288,0 to 7111.307288,0.000238319 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/wall_time.png b/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index a1ad059..0000000
Binary files a/benches/results/wcc/2XL/graph500-29/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/benchmark.json b/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index 4635ecc..0000000
--- a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,6366 +0,0 @@
-{
-  "algorithm": "wcc",
-  "dataset": "graph500-25",
-  "size_class": "L",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/wcc_graph500-25",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--seed",
-      "42"
-    ]
-  },
-  "graph": {
-    "vertices": 17000000,
-    "edges": 523000000,
-    "nodes_str": "17M",
-    "edges_str": "523M"
-  },
-  "warmup": {
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-        1183561728.0,
-        1183561728.0,
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-        2138076160.0,
-        2555126784.0,
-        3003676672.0,
-        3298691072.0,
-        3477764096.0,
-        1709078528.0,
-        1790696448.0,
-        1183561728.0,
-        1183561728.0,
-        1183561728.0,
-        1183561728.0,
-        1183561728.0,
-        1183561728.0,
-        281367552.0,
-        307064832.0,
-        307064832.0,
-        289623040.0,
-        255216640.0,
-        212631552.0,
-        212631552.0,
-        254574592.0,
-        70456320.0,
-        70456320.0,
-        70456320.0,
-        94058496.0,
-        94058496.0,
-        94058496.0,
-        24152064.0,
-        24152064.0
-      ]
-    }
-  ],
-  "environment": {
-    "timestamp": "2026-08-23T16:43:36.565233+00:00",
-    "platform": "Linux-7.0.0-1010-aws-x86_64-with-glibc2.43",
-    "python": "3.14.4",
-    "cpu_count": 4,
-    "gnuplot": true,
-    "git_commit": "763ac3ae9b884957eb9f2408e21cf3b1639c8483"
-  }
-}
\ No newline at end of file
diff --git a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/disk.dat b/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index 6b510e9..0000000
--- a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.000000 0.000000 0.000000
-2.020202 0.000000 0.000000 0.000000
-3.030303 0.000000 0.000000 0.000000
-4.040404 0.000000 0.000000 0.000000
-5.050505 0.000000 0.000000 0.000000
-6.060606 0.000000 0.000000 0.000000
-7.070707 0.000000 0.000000 0.000000
-8.080808 0.000000 0.000000 0.000000
-9.090909 0.000000 0.000000 0.000000
-10.101010 0.000000 0.000000 0.000000
-11.111111 0.000000 0.000000 0.000000
-12.121212 0.019407 0.000000 0.069303
-13.131313 0.202483 0.000000 0.443950
-14.141414 0.669108 0.000000 1.463323
-15.151515 1.822385 0.888397 2.756374
-16.161616 3.377823 1.307888 5.447758
-17.171717 3.944296 0.698698 7.189894
-18.181818 1.971136 0.000000 5.170503
-19.191919 0.913648 0.000000 2.861974
-20.202020 1.357505 0.000000 3.876801
-21.212121 1.357505 0.000000 3.876801
-22.222222 1.610751 0.000000 4.771781
-23.232323 1.777784 0.000000 5.363930
-24.242424 0.347373 0.000000 0.839772
-25.252525 0.347373 0.000000 0.839772
-26.262626 0.469922 0.000000 0.992575
-27.272727 0.650904 0.000000 1.455037
-28.282828 0.650904 0.000000 1.455037
-29.292929 1.236152 0.598912 1.873392
-30.303030 2.038453 1.787133 2.289772
-31.313131 2.150309 1.794715 2.505904
-32.323232 2.445211 1.676922 3.213500
-33.333333 2.716846 1.250184 4.183509
-34.343434 3.231693 1.424380 5.039006
-35.353535 3.833153 1.647349 6.018957
-36.363636 4.198697 2.139048 6.258346
-37.373737 4.322031 2.305650 6.338413
-38.383838 4.407455 2.461325 6.353585
-39.393939 4.407455 2.461325 6.353585
-40.404040 4.407455 2.461325 6.353585
-41.414141 4.407455 2.461325 6.353585
-42.424242 4.536351 2.591711 6.480990
-43.434343 4.704805 2.678691 6.730919
-44.444444 4.706101 2.679014 6.733189
-45.454545 4.771239 2.688963 6.853514
-46.464646 4.805178 2.689460 6.920897
-47.474747 5.400777 3.863186 6.938368
-48.484848 5.676363 4.858943 6.493783
-49.494949 5.452862 4.012675 6.893048
-50.505051 2.959160 0.000000 6.181877
-51.515152 0.673677 0.000000 1.503983
-52.525253 0.453244 0.000000 1.218111
-53.535354 0.328766 0.000000 0.773601
-54.545455 0.155790 0.155465 0.156114
-55.555556 0.155790 0.155465 0.156114
-56.565657 0.155790 0.155465 0.156114
-57.575758 0.155790 0.155465 0.156114
-58.585859 0.155790 0.155465 0.156114
-59.595960 0.155790 0.155465 0.156114
-60.606061 0.155790 0.155465 0.156114
-61.616162 0.155790 0.155465 0.156114
-62.626263 0.155790 0.155465 0.156114
-63.636364 0.155790 0.155465 0.156114
-64.646465 0.244792 0.015854 0.473730
-65.656566 0.532578 0.000000 1.250420
-66.666667 0.269067 0.047512 0.490621
-67.676768 0.381842 0.012727 0.750957
-68.686869 0.427151 0.000000 0.894707
-69.696970 0.701578 0.037411 1.365745
-70.707071 0.704790 0.044949 1.364631
-71.717172 1.020438 0.287097 1.753778
-72.727273 1.225402 0.412928 2.037876
-73.737374 1.522174 0.826321 2.218026
-74.747475 1.445142 0.667423 2.222861
-75.757576 0.729325 0.320924 1.137727
-76.767677 0.595298 0.294673 0.895923
-77.777778 0.731647 0.526789 0.936506
-78.787879 0.835346 0.652410 1.018281
-79.797980 0.936214 0.719368 1.153060
-80.808081 0.950813 0.725722 1.175904
-81.818182 0.950813 0.725722 1.175904
-82.828283 0.950813 0.725722 1.175904
-83.838384 0.950813 0.725722 1.175904
-84.848485 0.977658 0.732588 1.222728
-85.858586 1.206328 0.534579 1.878077
-86.868687 1.687642 0.757782 2.617501
-87.878788 1.333117 0.524192 2.142042
-88.888889 0.991076 0.738290 1.243861
-89.898990 0.991076 0.738290 1.243861
-90.909091 1.229562 0.501769 1.957355
-91.919192 1.344061 1.006030 1.682092
-92.929293 1.876994 0.631614 3.122374
-93.939394 1.048695 0.526630 1.570761
-94.949495 0.784315 0.243926 1.324704
-95.959596 0.440746 0.009523 0.871968
-96.969697 0.245006 0.235073 0.254939
-97.979798 0.146376 0.088168 0.204583
-98.989899 0.085620 0.081899 0.089341
-100.000000 0.022466 0.022433 0.022499
diff --git a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/disk.gnuplot b/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index afec06c..0000000
--- a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/L/graph500-25/max_mem_24G_workers_4/disk.png'
-set title "wcc / graph500-25 (L) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/wcc/L/graph500-25/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/disk.png b/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index 8eca9dc..0000000
Binary files a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/rss.dat b/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index 6d5529d..0000000
--- a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.217613 0.000000 0.444740
-1.010101 0.618228 0.330695 0.905761
-2.020202 0.765868 0.550871 0.980865
-3.030303 0.890739 0.689904 1.091573
-4.040404 1.137882 0.944828 1.330935
-5.050505 1.280389 1.147130 1.413647
-6.060606 1.355520 1.320923 1.390117
-7.070707 1.517249 1.267281 1.767217
-8.080808 1.667830 1.434408 1.901251
-9.090909 1.745552 1.644326 1.846778
-10.101010 1.747482 1.648693 1.846271
-11.111111 1.751222 1.653121 1.849323
-12.121212 1.791299 1.710813 1.871786
-13.131313 2.152614 1.804974 2.500254
-14.141414 2.605181 2.435076 2.775287
-15.151515 2.844009 2.763978 2.924040
-16.161616 2.892382 2.845804 2.938960
-17.171717 2.944555 2.876411 3.012698
-18.181818 3.014780 2.916338 3.113221
-19.191919 3.015188 2.916712 3.113663
-20.202020 3.056477 2.868626 3.244328
-21.212121 3.071600 2.886487 3.256713
-22.222222 3.091270 2.897720 3.284819
-23.232323 3.092435 2.897984 3.286887
-24.242424 3.103582 2.913541 3.293623
-25.252525 3.233600 3.081327 3.385873
-26.262626 3.381519 3.232508 3.530531
-27.272727 3.394311 3.255694 3.532928
-28.282828 3.632080 3.372700 3.891460
-29.292929 3.967148 3.664655 4.269641
-30.303030 4.021743 3.779502 4.263984
-31.313131 4.077551 3.949113 4.205990
-32.323232 4.136404 4.017629 4.255180
-33.333333 4.168980 4.057311 4.280648
-34.343434 4.181637 4.078559 4.284714
-35.353535 4.188032 4.085088 4.290977
-36.363636 4.227515 4.159724 4.295306
-37.373737 4.227909 4.160005 4.295813
-38.383838 4.228241 4.160138 4.296343
-39.393939 4.276975 4.104627 4.449322
-40.404040 4.278147 4.105963 4.450332
-41.414141 4.278147 4.105963 4.450332
-42.424242 4.278148 4.105964 4.450332
-43.434343 4.278149 4.105965 4.450333
-44.444444 4.278154 4.105970 4.450337
-45.454545 4.278154 4.105970 4.450337
-46.464646 4.278154 4.105970 4.450337
-47.474747 4.324566 4.040939 4.608194
-48.484848 4.327848 4.041564 4.614132
-49.494949 4.453003 4.153318 4.752688
-50.505051 4.875731 4.652604 5.098857
-51.515152 5.753457 5.474336 6.032578
-52.525253 6.936544 6.311417 7.561670
-53.535354 8.092259 7.546612 8.637906
-54.545455 8.804502 8.052616 9.556387
-55.555556 9.279186 8.878683 9.679690
-56.565657 11.429507 10.324145 12.534868
-57.575758 12.634546 10.699539 14.569552
-58.585859 13.310619 12.094407 14.526832
-59.595960 13.785108 13.008728 14.561489
-60.606061 14.036675 13.332548 14.740801
-61.616162 14.268362 13.714091 14.822633
-62.626263 15.760003 15.012896 16.507109
-63.636364 17.993096 17.675470 18.310721
-64.646465 20.707123 18.200377 23.213870
-65.656566 20.725312 18.247241 23.203382
-66.666667 20.726323 18.249809 23.202838
-67.676768 20.726520 18.250307 23.202733
-68.686869 20.726578 18.250454 23.202702
-69.696970 20.727070 18.251693 23.202446
-70.707071 20.727070 18.251693 23.202446
-71.717172 20.499070 18.259819 22.738322
-72.727273 20.416985 18.224074 22.609896
-73.737374 20.262074 18.310739 22.213408
-74.747475 20.261479 18.309224 22.213735
-75.757576 19.637377 18.333273 20.941480
-76.767677 19.064807 18.339642 19.789972
-77.777778 18.457908 18.228553 18.687264
-78.787879 18.005894 17.556002 18.455786
-79.797980 17.740392 17.043478 18.437306
-80.808081 17.835762 17.235272 18.436251
-81.818182 17.972486 17.503446 18.441525
-82.828283 18.009206 17.580482 18.437930
-83.838384 18.011887 17.586346 18.437429
-84.848485 18.377804 17.871332 18.884275
-85.858586 18.919993 18.324773 19.515213
-86.868687 19.056841 18.358415 19.755266
-87.878788 19.068153 18.356740 19.779566
-88.888889 19.071019 18.357044 19.784993
-89.898990 19.144973 18.339487 19.950459
-90.909091 19.287246 18.323445 20.251047
-91.919192 19.532621 18.385573 20.679669
-92.929293 19.531636 18.467900 20.595373
-93.939394 19.569296 18.562129 20.576463
-94.949495 19.572645 18.567070 20.578219
-95.959596 19.571883 18.567102 20.576664
-96.969697 19.574268 18.567245 20.581291
-97.979798 19.574932 18.566282 20.583582
-98.989899 19.575516 18.567511 20.583520
-100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/rss.gnuplot b/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index e529cd0..0000000
--- a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/L/graph500-25/max_mem_24G_workers_4/rss.png'
-set title "wcc / graph500-25 (L) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/wcc/L/graph500-25/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/rss.png b/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index b660001..0000000
Binary files a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/wall_time.dat b/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 0ef62d5..0000000
--- a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-343.768259 0.000137431445
-343.807575 0.000301938928
-343.846891 0.000636874955
-343.886208 0.00128970772
-343.925524 0.00250743967
-343.96484 0.00468027912
-344.004157 0.00838716296
-344.043473 0.0144298054
-344.082789 0.0238346037
-344.122106 0.0377970114
-344.161422 0.0575451934
-344.200738 0.0841129207
-344.240055 0.118037075
-344.279371 0.159028964
-344.318687 0.205700851
-344.358004 0.255445357
-344.39732 0.304552385
-344.436636 0.348600546
-344.475953 0.383085917
-344.515269 0.404172144
-344.554585 0.409391327
-344.593902 0.398119062
-344.633218 0.371697296
-344.672534 0.333171616
-344.711851 0.286714058
-344.751167 0.236882611
-344.790483 0.187898508
-344.8298 0.143096443
-344.869116 0.104636179
-344.908432 0.073483935
-344.947749 0.0496062081
-344.987065 0.0322842098
-345.026381 0.0204566757
-345.065698 0.0130229418
-345.105014 0.00907191199
-345.14433 0.00803205776
-345.183647 0.00975460415
-345.222963 0.0145449181
-345.262279 0.0231496245
-345.301596 0.0366960206
-345.340912 0.0565734943
-345.380228 0.0842497044
-345.419545 0.12102919
-345.458861 0.167785239
-345.498177 0.224718098
-345.537494 0.291201711
-345.57681 0.365767314
-345.616126 0.446233975
-345.655443 0.529944788
-345.694759 0.614024527
-345.734076 0.695563642
-345.773392 0.771666952
-345.812708 0.83937545
-345.852025 0.895547118
-345.891341 0.936829035
-345.930657 0.959839239
-345.969974 0.961599703
-346.00929 0.940149487
-346.048606 0.895167794
-346.087923 0.828396206
-346.127239 0.743689633
-346.166555 0.646633291
-346.205872 0.543796583
-346.245188 0.441802886
-346.284504 0.346439117
-346.323821 0.262000111
-346.363137 0.190978892
-346.402453 0.134110371
-346.44177 0.0906892859
-346.481086 0.059036507
-346.520402 0.036985772
-346.559719 0.0222943513
-346.599035 0.0129274292
-346.638351 0.00720956283
-346.677668 0.00386648457
-346.716984 0.00199375857
-346.7563 0.000988375736
-346.795617 0.000470992639
-346.834933 0.00021572593
-346.874249 9.49607735e-05
-346.913566 4.0169896e-05
-346.952882 1.63281043e-05
-346.992198 6.37699835e-06
-347.031515 2.39283005e-06
-347.070831 8.62570095e-07
-347.110147 2.98702048e-07
-347.149464 9.93618461e-08
-347.18878 3.17480546e-08
-347.228096 9.74340599e-09
-347.267413 2.87198785e-09
-347.306729 8.13047649e-10
-347.346045 2.21052758e-10
-347.385362 5.77176577e-11
-347.424678 1.44724415e-11
-347.463994 3.48484859e-12
-347.503311 8.05795297e-13
-347.542627 1.78918359e-13
-347.581943 3.8147491e-14
-347.62126 7.80998634e-15
-347.660576 1.53532685e-15
-347.699892 2.89808692e-16
-347.739209 5.25262356e-17
-347.778525 9.14092868e-18
-347.817841 1.52738632e-18
-347.857158 2.4504611e-19
-347.896474 3.77470735e-20
-347.93579 5.58279789e-21
-347.975107 7.92776174e-22
-348.014423 1.08087771e-22
-348.053739 1.41490509e-23
-348.093056 1.7782818e-24
-348.132372 2.14582521e-25
-348.171688 2.48603225e-26
-348.211005 2.76526127e-27
-348.250321 2.95312001e-28
-348.289637 3.02789068e-29
-348.328954 2.98065868e-30
-348.36827 2.81706051e-31
-348.407586 2.55617745e-32
-348.446903 2.22687497e-33
-348.486219 1.86255835e-34
-348.525535 1.49565849e-35
-348.564852 1.15308906e-36
-348.604168 8.53494143e-38
-348.643484 6.06519815e-39
-348.682801 4.13804996e-40
-348.722117 2.71051822e-41
-348.761433 1.70456834e-42
-348.80075 1.02915703e-43
-348.840066 5.96559422e-45
-348.879382 3.31994072e-46
-348.918699 1.77382698e-47
-348.958015 9.09905453e-49
-348.997331 4.4811054e-50
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diff --git a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index d3cd814..0000000
--- a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/L/graph500-25/max_mem_24G_workers_4/wall_time.png'
-set title "wcc / graph500-25 (L) — max_mem_24G workers_4\nmedian=345.971s  mean=347.068s  std=3.380s  min=344.547s  max=353.015s  p90=350.238s  p95=351.626s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:1.25008]
-set xrange [343.768259:353.793924]
-set grid y
-set key top right
-set arrow from 345.970883,0 to 345.970883,1.25008 nohead lc rgb 'red' lw 2
-set label 'median 345.971s' at 345.970883,1.25008 offset char 0,1 tc rgb 'red'
-set arrow from 350.238056,0 to 350.238056,1.25008 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 350.238s' at 350.238056,1.25008 offset char 0,1 tc rgb 'orange'
-set arrow from 351.626466,0 to 351.626466,1.25008 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 351.626s' at 351.626466,1.25008 offset char 0,1 tc rgb 'orange'
-set arrow from 353.014877,0 to 353.014877,0.038464 nohead lc rgb '#666666' lw 1
-set arrow from 346.072824,0 to 346.072824,0.038464 nohead lc rgb '#666666' lw 1
-set arrow from 345.733123,0 to 345.733123,0.038464 nohead lc rgb '#666666' lw 1
-set arrow from 344.547306,0 to 344.547306,0.038464 nohead lc rgb '#666666' lw 1
-set arrow from 345.970883,0 to 345.970883,0.038464 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/wcc/L/graph500-25/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/wcc/L/graph500-25/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/wall_time.png b/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index 4d38b81..0000000
Binary files a/benches/results/wcc/L/graph500-25/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/benchmark.json b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..69bd88d
--- /dev/null
+++ b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5724 @@
+{
+  "algorithm": "wcc",
+  "dataset": "graph500-25",
+  "size_class": "L",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/wcc_graph500-25",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
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+  "graph": {
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+    "edges": 523000000,
+    "nodes_str": "17M",
+    "edges_str": "523M"
+  },
+  "warmup": {
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+  },
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+      "peak_disk_bytes": 13730739200.0,
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+}
\ No newline at end of file
diff --git a/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/disk.dat b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..5f5240f
--- /dev/null
+++ b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
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+84.848485 0.978500 0.245017 1.711983
+85.858586 1.796303 0.225475 3.367131
+86.868687 2.227712 0.215911 4.239513
+87.878788 1.416579 0.122205 2.710952
+88.888889 0.856024 0.283429 1.428620
+89.898990 0.944425 0.263102 1.625747
+90.909091 1.068833 0.260149 1.877517
+91.919192 0.999409 0.260530 1.738288
+92.929293 0.302998 0.272755 0.333241
+93.939394 0.345546 0.165012 0.526079
+94.949495 0.992455 0.000000 2.312270
+95.959596 0.072336 0.063283 0.081390
+96.969697 0.096683 0.083013 0.110354
+97.979798 0.296573 0.164590 0.428556
+98.989899 0.092507 0.000000 0.201777
+100.000000 0.025117 0.025043 0.025191
diff --git a/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/disk.gnuplot b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..85946d0
--- /dev/null
+++ b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/L/graph500-25/max_mem_30G_workers_16/disk.png'
+set title "wcc / graph500-25 (L) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/wcc/L/graph500-25/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/disk.png b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..effbdde
Binary files /dev/null and b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/rss.dat b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..619e0f5
--- /dev/null
+++ b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.005113 0.001952 0.008274
+1.010101 0.100985 0.000000 0.345288
+2.020202 0.347467 0.000000 0.728592
+3.030303 0.657115 0.468097 0.846132
+4.040404 0.863099 0.713808 1.012389
+5.050505 1.071709 0.825161 1.318257
+6.060606 1.176313 0.981113 1.371513
+7.070707 1.306658 1.300893 1.312424
+8.080808 1.450230 1.242141 1.658318
+9.090909 1.498994 1.285053 1.712935
+10.101010 1.548054 1.316941 1.779166
+11.111111 1.687448 1.650396 1.724500
+12.121212 1.715981 1.697746 1.734216
+13.131313 1.732144 1.703634 1.760655
+14.141414 1.944148 1.560260 2.328035
+15.151515 2.483757 1.741716 3.225799
+16.161616 3.090331 2.803911 3.376750
+17.171717 3.338526 3.255480 3.421572
+18.181818 3.397962 3.354612 3.441312
+19.191919 3.459572 3.345787 3.573356
+20.202020 3.612276 3.219349 4.005203
+21.212121 3.744946 3.310032 4.179861
+22.222222 3.899539 3.534339 4.264739
+23.232323 4.111424 3.858859 4.363989
+24.242424 4.152837 3.923134 4.382540
+25.252525 4.185131 3.919312 4.450950
+26.262626 4.236855 3.876324 4.597385
+27.272727 4.254306 3.919751 4.588860
+28.282828 4.472268 4.225945 4.718590
+29.292929 4.890732 4.693742 5.087721
+30.303030 5.059160 4.776584 5.341737
+31.313131 5.088992 4.744202 5.433782
+32.323232 5.094725 4.758676 5.430774
+33.333333 5.101052 4.772298 5.429807
+34.343434 5.101758 4.772829 5.430686
+35.353535 5.101986 4.773011 5.430961
+36.363636 5.105575 4.778363 5.432786
+37.373737 5.107136 4.779365 5.434907
+38.383838 5.107314 4.779604 5.435023
+39.393939 5.107415 4.779476 5.435353
+40.404040 5.107415 4.779476 5.435353
+41.414141 5.107415 4.779476 5.435353
+42.424242 5.107423 4.779482 5.435365
+43.434343 5.107424 4.779482 5.435366
+44.444444 5.107424 4.779482 5.435366
+45.454545 5.107424 4.779482 5.435366
+46.464646 5.107424 4.779482 5.435366
+47.474747 5.107424 4.779482 5.435366
+48.484848 5.107424 4.779482 5.435366
+49.494949 5.107424 4.779482 5.435366
+50.505051 5.107444 4.779495 5.435393
+51.515152 5.107446 4.779498 5.435394
+52.525253 5.110900 4.775131 5.446669
+53.535354 5.110971 4.775041 5.446902
+54.545455 5.112111 4.775204 5.449019
+55.555556 5.432149 4.876837 5.987461
+56.565657 6.441468 6.111895 6.771040
+57.575758 8.284047 7.470536 9.097558
+58.585859 9.017663 8.538825 9.496501
+59.595960 9.771688 7.974281 11.569096
+60.606061 12.644088 11.253672 14.034503
+61.616162 13.962255 13.407973 14.516536
+62.626263 14.821567 14.262300 15.380835
+63.636364 15.335065 14.834847 15.835284
+64.646465 15.630202 14.700521 16.559884
+65.656566 15.907647 14.606314 17.208980
+66.666667 16.222695 15.141273 17.304117
+67.676768 16.339413 15.268570 17.410255
+68.686869 16.654122 15.789852 17.518392
+69.696970 17.314600 16.005391 18.623809
+70.707071 17.736688 16.540870 18.932505
+71.717172 18.427782 17.359976 19.495588
+72.727273 18.635606 17.735479 19.535734
+73.737374 18.650453 17.740788 19.560118
+74.747475 18.686481 17.829652 19.543309
+75.757576 18.687827 17.836910 19.538743
+76.767677 18.689075 17.838679 19.539471
+77.777778 18.687976 17.837895 19.538058
+78.787879 18.688222 17.837939 19.538504
+79.797980 18.688328 17.837897 19.538758
+80.808081 18.688365 17.837894 19.538836
+81.818182 18.688390 17.837907 19.538874
+82.828283 18.688484 17.837816 19.539153
+83.838384 18.687891 17.837325 19.538458
+84.848485 18.688124 17.837542 19.538707
+85.858586 18.688353 17.837312 19.539394
+86.868687 18.688371 17.837332 19.539409
+87.878788 18.688402 17.837299 19.539505
+88.888889 18.688411 17.837300 19.539523
+89.898990 18.688413 17.837300 19.539526
+90.909091 18.688492 17.837394 19.539591
+91.919192 18.695353 17.844901 19.545805
+92.929293 18.695367 17.844310 19.546425
+93.939394 18.696585 17.842176 19.550995
+94.949495 18.700586 17.850872 19.550299
+95.959596 18.715085 17.882508 19.547663
+96.969697 18.715254 17.883302 19.547207
+97.979798 18.715377 17.883430 19.547324
+98.989899 5.080340 0.000000 13.534910
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/rss.gnuplot b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..3a6307f
--- /dev/null
+++ b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/L/graph500-25/max_mem_30G_workers_16/rss.png'
+set title "wcc / graph500-25 (L) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/wcc/L/graph500-25/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/rss.png b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..5bd2df6
Binary files /dev/null and b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/wall_time.dat b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..bda9c6a
--- /dev/null
+++ b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+77.86292 4.5929892e-05
+77.8917864 5.59255808e-05
+77.9206527 6.79297622e-05
+77.9495191 8.23084083e-05
+77.9783854 9.94861989e-05
+78.0072518 0.000119954351
+78.0361181 0.000144279197
+78.0649845 0.000173111525
+78.0938508 0.00020719669
+78.1227172 0.000247385488
+78.1515835 0.000294645775
+78.1804499 0.00035007478
+78.2093162 0.000414912059
+78.2381826 0.000490552999
+78.2670489 0.000578562767
+78.2959153 0.00068069055
+78.3247816 0.000798883925
+78.353648 0.000935303149
+78.3825143 0.00109233512
+78.4113807 0.00127260677
+78.440247 0.00147899746
+78.4691133 0.00171465026
+78.4979797 0.00198298142
+78.526846 0.00228768792
+78.5557124 0.0026327524
+78.5845787 0.00302244523
+78.6134451 0.00346132302
+78.6423114 0.00395422326
+78.6711778 0.0045062545
+78.7000441 0.00512278158
+78.7289105 0.00580940549
+78.7577768 0.00657193746
+78.7866432 0.00741636681
+78.8155095 0.00834882231
+78.8443759 0.00937552688
+78.8732422 0.0105027453
+78.9021086 0.0117367251
+78.9309749 0.0130836306
+78.9598413 0.0145494707
+78.9887076 0.0161400195
+79.017574 0.017860733
+79.0464403 0.0197166588
+79.0753067 0.0217123436
+79.104173 0.0238517365
+79.1330394 0.0261380911
+79.1619057 0.0285738672
+79.1907721 0.0311606331
+79.2196384 0.033898972
+79.2485048 0.0367883914
+79.2773711 0.0398272405
+79.3062375 0.0430126348
+79.3351038 0.0463403922
+79.3639702 0.0498049802
+79.3928365 0.0533994783
+79.4217028 0.057115556
+79.4505692 0.0609434677
+79.4794355 0.0648720678
+79.5083019 0.0688888448
+79.5371682 0.0729799768
+79.5660346 0.0771304094
+79.5949009 0.0813239538
+79.6237673 0.0855434084
+79.6526336 0.0897707001
+79.6815 0.0939870463
+79.7103663 0.098173136
+79.7392327 0.102309327
+79.768099 0.106375858
+79.7969654 0.110353072
+79.8258317 0.114221652
+79.8546981 0.117962856
+79.8835644 0.121558762
+79.9124308 0.124992501
+79.9412971 0.128248498
+79.9701635 0.131312691
+79.9990298 0.134172743
+80.0278962 0.136818232
+80.0567625 0.13924083
+80.0856289 0.141434443
+80.1144952 0.143395336
+80.1433616 0.14512222
+80.1722279 0.14661631
+80.2010943 0.147881349
+80.2299606 0.148923596
+80.258827 0.149751779
+80.2876933 0.150377013
+80.3165596 0.150812679
+80.345426 0.151074279
+80.3742923 0.151179253
+80.4031587 0.15114677
+80.432025 0.150997497
+80.4608914 0.150753339
+80.4897577 0.150437176
+80.5186241 0.150072574
+80.5474904 0.149683497
+80.5763568 0.149294017
+80.6052231 0.148928025
+80.6340895 0.148608948
+80.6629558 0.148359484
+80.6918222 0.148201354
+80.7206885 0.148155071
+80.7495549 0.148239741
+80.7784212 0.148472894
+80.8072876 0.14887034
+80.8361539 0.149446064
+80.8650203 0.150212161
+80.8938866 0.151178796
+80.922753 0.15235421
+80.9516193 0.153744755
+80.9804857 0.155354967
+81.009352 0.157187662
+81.0382184 0.159244067
+81.0670847 0.161523972
+81.0959511 0.164025897
+81.1248174 0.16674728
+81.1536838 0.169684671
+81.1825501 0.172833927
+81.2114165 0.176190411
+81.2402828 0.179749176
+81.2691491 0.183505147
+81.2980155 0.187453274
+81.3268818 0.191588671
+81.3557482 0.195906723
+81.3846145 0.200403167
+81.4134809 0.205074137
+81.4423472 0.209916177
+81.4712136 0.214926219
+81.5000799 0.220101518
+81.5289463 0.225439561
+81.5578126 0.230937938
+81.586679 0.236594181
+81.6155453 0.242405577
+81.6444117 0.248368961
+81.673278 0.254480483
+81.7021444 0.260735373
+81.7310107 0.267127692
+81.7598771 0.273650082
+81.7887434 0.280293533
+81.8176098 0.287047152
+81.8464761 0.293897961
+81.8753425 0.300830714
+81.9042088 0.307827755
+81.9330752 0.314868909
+81.9619415 0.321931413
+81.9908079 0.328989903
+82.0196742 0.33601644
+82.0485406 0.342980597
+82.0774069 0.34984959
+82.1062733 0.356588469
+82.1351396 0.363160352
+82.1640059 0.369526714
+82.1928723 0.375647719
+82.2217386 0.381482588
+82.250605 0.38699001
+82.2794713 0.392128575
+82.3083377 0.396857229
+82.337204 0.401135749
+82.3660704 0.404925223
+82.3949367 0.408188519
+82.4238031 0.410890761
+82.4526694 0.412999775
+82.4815358 0.414486515
+82.5104021 0.415325455
+82.5392685 0.415494947
+82.5681348 0.414977525
+82.5970012 0.413760171
+82.6258675 0.411834515
+82.6547339 0.409196987
+82.6836002 0.405848906
+82.7124666 0.401796504
+82.7413329 0.397050899
+82.7701993 0.391628
+82.7990656 0.385548354
+82.827932 0.378836948
+82.8567983 0.371522942
+82.8856647 0.363639376
+82.914531 0.355222816
+82.9433974 0.346312981
+82.9722637 0.336952324
+83.0011301 0.327185605
+83.0299964 0.317059435
+83.0588627 0.306621818
+83.0877291 0.295921688
+83.1165954 0.285008442
+83.1454618 0.273931497
+83.1743281 0.262739843
+83.2031945 0.251481636
+83.2320608 0.240203799
+83.2609272 0.228951662
+83.2897935 0.217768635
+83.3186599 0.206695907
+83.3475262 0.195772196
+83.3763926 0.185033528
+83.4052589 0.174513057
+83.4341253 0.164240935
+83.4629916 0.154244205
+83.491858 0.144546749
+83.5207243 0.135169262
+83.5495907 0.126129266
+83.578457 0.117441157
+83.6073234 0.10911628
+83.6361897 0.101163033
+83.6650561 0.0935869937
+83.6939224 0.0863910671
+83.7227888 0.0795756516
+83.7516551 0.0731388183
+83.7805215 0.0670765008
+83.8093878 0.0613826931
+83.8382542 0.0560496515
+83.8671205 0.0510680989
+83.8959869 0.0464274271
+83.9248532 0.042115896
+83.9537196 0.0381208277
+83.9825859 0.0344287926
+84.0114522 0.031025786
+84.0403186 0.0278973953
+84.0691849 0.0250289544
+84.0980513 0.0224056873
+84.1269176 0.0200128373
+84.155784 0.0178357839
+84.1846503 0.0158601466
+84.2135167 0.0140718747
+84.242383 0.012457325
+84.2712494 0.0110033269
+84.3001157 0.00969723519
+84.3289821 0.00852697226
+84.3578484 0.00748105924
+84.3867148 0.00654863794
+84.4155811 0.0057194838
+84.4444475 0.00498401096
+84.4733138 0.00433327035
+84.5021802 0.00375894156
+84.5310465 0.00325331947
+84.5599129 0.00280929648
+84.5887792 0.00242034092
+84.6176456 0.00208047267
+84.6465119 0.00178423643
+84.6753783 0.00152667337
+84.7042446 0.00130329174
+84.733111 0.00111003686
+84.7619773 0.000943261005
+84.7908437 0.000799693524
+84.81971 0.000676411544
+84.8485764 0.000570811497
+84.8774427 0.00048058171
+84.906309 0.000403676219
+84.9351754 0.000338289947
+84.9640417 0.000282835317
+84.9929081 0.000235920372
+85.0217744 0.000196328423
+85.0506408 0.000162999219
+85.0795071 0.000135011634
+85.1083735 0.000111567813
+85.1372398 9.19787418e-05
+85.1661062 7.5651162e-05
+85.1949725 6.20757737e-05
+85.2238389 5.08166356e-05
diff --git a/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..58d3c43
--- /dev/null
+++ b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/L/graph500-25/max_mem_30G_workers_16/wall_time.png'
+set title "wcc / graph500-25 (L) — max_mem_30G workers_16\nmedian=82.458s  mean=81.918s  std=1.090s  min=80.194s  max=82.893s  p90=82.748s  p95=82.820s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.540143]
+set xrange [77.862920:85.223839]
+set grid y
+set key top right
+set arrow from 82.457698,0 to 82.457698,0.540143 nohead lc rgb 'red' lw 2
+set label 'median 82.458s' at 82.457698,0.540143 offset char 0,1 tc rgb 'red'
+set arrow from 82.747559,0 to 82.747559,0.540143 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 82.748s' at 82.747559,0.540143 offset char 0,1 tc rgb 'orange'
+set arrow from 82.820156,0 to 82.820156,0.540143 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 82.820s' at 82.820156,0.540143 offset char 0,1 tc rgb 'orange'
+set arrow from 82.457698,0 to 82.457698,0.0166198 nohead lc rgb '#666666' lw 1
+set arrow from 82.529770,0 to 82.529770,0.0166198 nohead lc rgb '#666666' lw 1
+set arrow from 81.513307,0 to 81.513307,0.0166198 nohead lc rgb '#666666' lw 1
+set arrow from 82.892752,0 to 82.892752,0.0166198 nohead lc rgb '#666666' lw 1
+set arrow from 80.194007,0 to 80.194007,0.0166198 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/wcc/L/graph500-25/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/wcc/L/graph500-25/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/wall_time.png b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..38e8bbc
Binary files /dev/null and b/benches/results/wcc/L/graph500-25/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/benchmark.json b/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index a3f9208..0000000
--- a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,5613 +0,0 @@
-{
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-    }
-  ],
-  "environment": {
-    "timestamp": "2026-08-21T19:04:24.763119+00:00",
-    "platform": "Linux-7.0.0-1010-aws-x86_64-with-glibc2.43",
-    "python": "3.14.4",
-    "cpu_count": 4,
-    "gnuplot": true,
-    "git_commit": "763ac3ae9b884957eb9f2408e21cf3b1639c8483"
-  }
-}
\ No newline at end of file
diff --git a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/disk.dat b/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index 1a353bc..0000000
--- a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.000000 0.000000 0.000001
-2.020202 0.000000 0.000000 0.000001
-3.030303 0.000000 0.000000 0.000001
-4.040404 0.000000 0.000000 0.000001
-5.050505 0.000000 0.000000 0.000001
-6.060606 0.000000 0.000000 0.000001
-7.070707 0.000000 0.000000 0.000001
-8.080808 0.000000 0.000000 0.000001
-9.090909 0.000000 0.000000 0.000001
-10.101010 0.000000 0.000000 0.000001
-11.111111 0.000000 0.000000 0.000001
-12.121212 0.000000 0.000000 0.000001
-13.131313 0.000000 0.000000 0.000001
-14.141414 0.000000 0.000000 0.000001
-15.151515 0.015666 0.000000 0.055943
-16.161616 0.074243 0.064292 0.084194
-17.171717 0.078075 0.077863 0.078286
-18.181818 0.094336 0.052363 0.136309
-19.191919 0.854974 0.290691 1.419257
-20.202020 1.237510 0.977943 1.497076
-21.212121 1.344352 1.343227 1.345478
-22.222222 1.404356 1.249191 1.559520
-23.232323 1.595553 0.948821 2.242285
-24.242424 1.644371 1.017220 2.271522
-25.252525 2.115793 1.357181 2.874404
-26.262626 2.722663 2.503187 2.942138
-27.272727 1.855676 0.663200 3.048153
-28.282828 0.271439 0.000000 0.768615
-29.292929 0.078075 0.077863 0.078286
-30.303030 0.078075 0.077863 0.078286
-31.313131 0.078075 0.077863 0.078286
-32.323232 0.078075 0.077863 0.078286
-33.333333 0.078075 0.077863 0.078286
-34.343434 0.078075 0.077863 0.078286
-35.353535 0.078075 0.077863 0.078286
-36.363636 0.078075 0.077863 0.078286
-37.373737 0.078075 0.077863 0.078286
-38.383838 0.078075 0.077863 0.078286
-39.393939 0.152614 0.000000 0.344421
-40.404040 0.509062 0.000000 1.028961
-41.414141 1.279804 0.468344 2.091264
-42.424242 1.429200 0.472224 2.386176
-43.434343 1.706119 0.938150 2.474087
-44.444444 1.706119 0.938150 2.474087
-45.454545 1.706119 0.938150 2.474087
-46.464646 1.706119 0.938150 2.474087
-47.474747 1.706119 0.938150 2.474087
-48.484848 1.706119 0.938150 2.474087
-49.494949 1.809925 1.305977 2.313873
-50.505051 1.809925 1.305977 2.313873
-51.515152 1.809925 1.305977 2.313873
-52.525253 1.809925 1.305977 2.313873
-53.535354 1.857247 1.318615 2.395879
-54.545455 2.346676 1.864080 2.829272
-55.555556 3.039552 2.266268 3.812837
-56.565657 2.192144 0.760258 3.624030
-57.575758 0.375604 0.000000 1.140589
-58.585859 0.078075 0.077863 0.078286
-59.595960 0.078075 0.077863 0.078286
-60.606061 0.078075 0.077863 0.078286
-61.616162 0.078075 0.077863 0.078286
-62.626263 0.078075 0.077863 0.078286
-63.636364 0.078075 0.077863 0.078286
-64.646465 0.078075 0.077863 0.078286
-65.656566 0.078075 0.077863 0.078286
-66.666667 0.078075 0.077863 0.078286
-67.676768 0.078075 0.077863 0.078286
-68.686869 0.078075 0.077863 0.078286
-69.696970 0.078075 0.077863 0.078286
-70.707071 0.078075 0.077863 0.078286
-71.717172 0.078075 0.077863 0.078286
-72.727273 0.078075 0.077863 0.078286
-73.737374 0.145428 0.088090 0.202766
-74.747475 0.337472 0.267090 0.407855
-75.757576 0.446792 0.408116 0.485468
-76.767677 0.449507 0.409368 0.489645
-77.777778 0.449507 0.409368 0.489645
-78.787879 0.449507 0.409368 0.489645
-79.797980 0.449507 0.409368 0.489645
-80.808081 0.449507 0.409368 0.489645
-81.818182 0.454846 0.408388 0.501304
-82.828283 0.470904 0.412254 0.529555
-83.838384 0.470904 0.412254 0.529555
-84.848485 0.470904 0.412254 0.529555
-85.858586 0.470904 0.412254 0.529555
-86.868687 0.470904 0.412254 0.529555
-87.878788 0.470904 0.412254 0.529555
-88.888889 0.470904 0.412254 0.529555
-89.898990 0.470904 0.412254 0.529555
-90.909091 0.470904 0.412254 0.529555
-91.919192 0.470904 0.412254 0.529555
-92.929293 0.470904 0.412254 0.529555
-93.939394 0.486737 0.459241 0.514232
-94.949495 0.270331 0.064612 0.476051
-95.959596 0.284515 0.056280 0.512750
-96.969697 0.100029 0.099697 0.100361
-97.979798 0.035423 0.027884 0.042962
-98.989899 0.042619 0.042591 0.042647
-100.000000 0.012205 0.012187 0.012223
diff --git a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/disk.gnuplot b/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index c0907cf..0000000
--- a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/M/graph500-24/max_mem_24G_workers_4/disk.png'
-set title "wcc / graph500-24 (M) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/wcc/M/graph500-24/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/disk.png b/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index 410310a..0000000
Binary files a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/rss.dat b/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index 850e6f0..0000000
--- a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.044398 0.000000 0.139000
-1.010101 0.122301 0.000000 0.309409
-2.020202 0.156321 0.000000 0.392368
-3.030303 0.258801 0.068775 0.448828
-4.040404 0.382916 0.259348 0.506485
-5.050505 0.463310 0.320394 0.606226
-6.060606 0.569642 0.399043 0.740242
-7.070707 0.615661 0.482939 0.748382
-8.080808 0.701892 0.613419 0.790365
-9.090909 0.769873 0.605617 0.934128
-10.101010 0.804330 0.693840 0.914819
-11.111111 0.806061 0.695172 0.916950
-12.121212 0.870429 0.781404 0.959455
-13.131313 0.925151 0.886978 0.963324
-14.141414 0.939300 0.896473 0.982126
-15.151515 0.980849 0.897180 1.064519
-16.161616 1.402819 1.089152 1.716487
-17.171717 1.908377 1.769619 2.047136
-18.181818 2.246488 2.064700 2.428276
-19.191919 2.532425 2.445295 2.619555
-20.202020 2.578288 2.549280 2.607295
-21.212121 2.590167 2.568802 2.611533
-22.222222 2.601174 2.573747 2.628600
-23.232323 2.605199 2.575569 2.634829
-24.242424 2.609563 2.578814 2.640313
-25.252525 2.710904 2.616237 2.805571
-26.262626 2.863558 2.763879 2.963237
-27.272727 2.875784 2.780942 2.970627
-28.282828 2.880924 2.789374 2.972473
-29.292929 2.887163 2.796817 2.977510
-30.303030 2.887252 2.796693 2.977811
-31.313131 2.887421 2.796454 2.978387
-32.323232 2.887427 2.796445 2.978409
-33.333333 2.894907 2.809661 2.980153
-34.343434 2.976770 2.918239 3.035301
-35.353535 3.097315 2.988850 3.205781
-36.363636 3.227418 3.161547 3.293288
-37.373737 3.405865 3.332254 3.479477
-38.383838 3.606610 3.521663 3.691556
-39.393939 3.773555 3.618508 3.928601
-40.404040 3.908874 3.779461 4.038288
-41.414141 3.967284 3.910567 4.024001
-42.424242 3.967983 3.911825 4.024140
-43.434343 3.978005 3.924132 4.031877
-44.444444 3.978534 3.923923 4.033144
-45.454545 3.980098 3.922403 4.037793
-46.464646 3.980164 3.922336 4.037993
-47.474747 3.980164 3.922336 4.037993
-48.484848 3.981728 3.923034 4.040422
-49.494949 3.994219 3.949152 4.039285
-50.505051 3.994219 3.949152 4.039285
-51.515152 3.994486 3.949315 4.039658
-52.525253 3.994486 3.949315 4.039658
-53.535354 3.994837 3.950208 4.039466
-54.545455 4.004637 3.973828 4.035445
-55.555556 4.011092 3.978469 4.043715
-56.565657 4.031061 3.973276 4.088846
-57.575758 4.283660 4.063622 4.503699
-58.585859 4.792294 4.462599 5.121990
-59.595960 5.002193 4.747826 5.256560
-60.606061 5.771074 5.378003 6.164144
-61.616162 6.167117 5.582889 6.751345
-62.626263 7.094722 6.742077 7.447367
-63.636364 7.843303 7.501282 8.185324
-64.646465 8.027997 7.785092 8.270902
-65.656566 8.100622 7.880737 8.320507
-66.666667 8.145447 7.909836 8.381059
-67.676768 8.201679 7.966768 8.436590
-68.686869 8.249823 8.000223 8.499423
-69.696970 8.670722 8.384640 8.956803
-70.707071 9.413513 8.955865 9.871162
-71.717172 10.393479 9.244558 11.542399
-72.727273 11.579419 10.941288 12.217550
-73.737374 11.638609 11.053174 12.224044
-74.747475 11.639878 11.050759 12.228997
-75.757576 11.636713 11.048947 12.224478
-76.767677 11.636644 11.049143 12.224145
-77.777778 11.636694 11.049132 12.224255
-78.787879 11.636738 11.049184 12.224292
-79.797980 11.636778 11.049168 12.224389
-80.808081 11.636784 11.049169 12.224400
-81.818182 11.637071 11.049384 12.224757
-82.828283 11.637476 11.050751 12.224201
-83.838384 11.637511 11.050735 12.224287
-84.848485 11.637514 11.050732 12.224296
-85.858586 11.637514 11.050732 12.224296
-86.868687 11.637514 11.050732 12.224296
-87.878788 11.637514 11.050732 12.224296
-88.888889 11.637514 11.050732 12.224296
-89.898990 11.637514 11.050732 12.224296
-90.909091 11.640841 11.046240 12.235442
-91.919192 11.642376 11.044160 12.240593
-92.929293 11.644168 11.041728 12.246608
-93.939394 11.643442 11.040667 12.246217
-94.949495 11.646192 11.035575 12.256810
-95.959596 11.659177 11.051931 12.266423
-96.969697 11.672447 11.079182 12.265711
-97.979798 11.671380 11.078717 12.264042
-98.989899 11.671500 11.078737 12.264263
-100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/rss.gnuplot b/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index fc2011c..0000000
--- a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/M/graph500-24/max_mem_24G_workers_4/rss.png'
-set title "wcc / graph500-24 (M) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/wcc/M/graph500-24/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/rss.png b/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index ba16994..0000000
Binary files a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/wall_time.dat b/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index ed604ba..0000000
--- a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-142.850574 5.22748232e-05
-142.894044 7.3148922e-05
-142.937514 0.000101623265
-142.980984 0.000140167785
-143.024453 0.000191943377
-143.067923 0.000260956373
-143.111393 0.000352235025
-143.154863 0.0004720272
-143.198333 0.00062801695
-143.241802 0.000829555717
-143.285272 0.00108790159
-143.328742 0.00141645739
-143.372212 0.00183099549
-143.415681 0.00234985405
-143.459151 0.0029940866
-143.502621 0.00378754395
-143.546091 0.00475686536
-143.58956 0.00593135466
-143.63303 0.00734271685
-143.6765 0.00902463247
-143.71997 0.0110121501
-143.763439 0.013340883
-143.806909 0.0160460036
-143.850379 0.0191610389
-143.893849 0.0227164819
-143.937319 0.0267382484
-143.980788 0.0312460189
-144.024258 0.0362515258
-144.067728 0.0417568521
-144.111198 0.0477528261
-144.154667 0.0542175984
-144.198137 0.0611154976
-144.241607 0.0683962538
-144.285077 0.075994678
-144.328546 0.0838308681
-144.372016 0.0918109956
-144.415486 0.0998287008
-144.458956 0.107767098
-144.502425 0.115501355
-144.545895 0.122901791
-144.589365 0.129837382
-144.632835 0.13617956
-144.676305 0.141806151
-144.719774 0.146605295
-144.763244 0.150479158
-144.806714 0.153347295
-144.850184 0.155149478
-144.893653 0.155847877
-144.937123 0.155428479
-144.980593 0.153901684
-145.024063 0.151302051
-145.067532 0.147687216
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diff --git a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index 34e7ebf..0000000
--- a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/M/graph500-24/max_mem_24G_workers_4/wall_time.png'
-set title "wcc / graph500-24 (M) — max_mem_24G workers_4\nmedian=147.666s  mean=147.880s  std=2.536s  min=144.899s  max=151.887s  p90=150.301s  p95=151.094s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.475874]
-set xrange [142.850574:153.935364]
-set grid y
-set key top right
-set arrow from 147.666147,0 to 147.666147,0.475874 nohead lc rgb 'red' lw 2
-set label 'median 147.666s' at 147.666147,0.475874 offset char 0,1 tc rgb 'red'
-set arrow from 150.300677,0 to 150.300677,0.475874 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 150.301s' at 150.300677,0.475874 offset char 0,1 tc rgb 'orange'
-set arrow from 151.093957,0 to 151.093957,0.475874 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 151.094s' at 151.093957,0.475874 offset char 0,1 tc rgb 'orange'
-set arrow from 147.027760,0 to 147.027760,0.0146423 nohead lc rgb '#666666' lw 1
-set arrow from 144.898703,0 to 144.898703,0.0146423 nohead lc rgb '#666666' lw 1
-set arrow from 147.920839,0 to 147.920839,0.0146423 nohead lc rgb '#666666' lw 1
-set arrow from 147.666147,0 to 147.666147,0.0146423 nohead lc rgb '#666666' lw 1
-set arrow from 151.887236,0 to 151.887236,0.0146423 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/wcc/M/graph500-24/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/wcc/M/graph500-24/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/wall_time.png b/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index 3b52d89..0000000
Binary files a/benches/results/wcc/M/graph500-24/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/benchmark.json b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..3f7f23f
--- /dev/null
+++ b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5508 @@
+{
+  "algorithm": "wcc",
+  "dataset": "graph500-24",
+  "size_class": "M",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/wcc_graph500-24",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
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+      "42"
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+  "graph": {
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+    "edges": 260000000,
+    "nodes_str": "8M",
+    "edges_str": "260M"
+  },
+  "warmup": {
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+    "sampling_interval_s": 0.11065761205667514
+  },
+  "monitor": {
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+    "target_samples": 300
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+    {
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+      "peak_rss_kb": 14271744,
+      "peak_disk_bytes": 6613548032.0,
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+      "n_samples": 293
+    },
+    {
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+      "peak_rss_kb": 14424656,
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+        6245080,
+        6261828,
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+        6501784,
+        7374380,
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+        8546536,
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+        8644840,
+        8661860,
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+        8693560,
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+        14678344,
+        14678344,
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+        14678360,
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+        14678360,
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+        14678360,
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+        14678360,
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+        14674884,
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+        0.0,
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+      ]
+    }
+  ],
+  "environment": {
+    "timestamp": "2026-09-29T09:11:18.830607+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/disk.dat b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..8f6118b
--- /dev/null
+++ b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.000000 0.000000 0.000000
+2.020202 0.000000 0.000000 0.000000
+3.030303 0.000000 0.000000 0.000000
+4.040404 0.000000 0.000000 0.000000
+5.050505 0.000000 0.000000 0.000000
+6.060606 0.000000 0.000000 0.000000
+7.070707 0.000000 0.000000 0.000000
+8.080808 0.000000 0.000000 0.000000
+9.090909 0.000000 0.000000 0.000000
+10.101010 0.000000 0.000000 0.000000
+11.111111 0.000000 0.000000 0.000000
+12.121212 0.000000 0.000000 0.000000
+13.131313 0.000000 0.000000 0.000000
+14.141414 0.000000 0.000000 0.000000
+15.151515 0.009615 0.000000 0.024782
+16.161616 0.031052 0.003828 0.058276
+17.171717 0.081543 0.081336 0.081749
+18.181818 0.081543 0.081336 0.081749
+19.191919 0.081543 0.081336 0.081749
+20.202020 0.266114 0.146250 0.385978
+21.212121 1.665615 1.615283 1.715947
+22.222222 2.136825 0.998998 3.274653
+23.232323 2.626237 1.157602 4.094871
+24.242424 2.695861 1.295564 4.096158
+25.252525 3.413575 2.250650 4.576501
+26.262626 3.446892 2.284380 4.609404
+27.272727 3.560803 2.360138 4.761468
+28.282828 3.560803 2.360138 4.761468
+29.292929 3.560803 2.360138 4.761468
+30.303030 3.560803 2.360138 4.761468
+31.313131 4.027821 4.027614 4.028027
+32.323232 4.027821 4.027614 4.028027
+33.333333 4.027821 4.027614 4.028027
+34.343434 4.027821 4.027614 4.028027
+35.353535 4.055106 4.007443 4.102770
+36.363636 4.425112 3.943172 4.907052
+37.373737 5.286638 4.430805 6.142470
+38.383838 4.267359 2.090681 6.444037
+39.393939 3.736937 1.341512 6.132361
+40.404040 3.789310 1.311434 6.267186
+41.414141 3.118328 1.151034 5.085621
+42.424242 2.273834 2.117146 2.430523
+43.434343 2.212840 2.207480 2.218200
+44.444444 2.212840 2.207480 2.218200
+45.454545 2.212840 2.207480 2.218200
+46.464646 2.350065 1.995006 2.705125
+47.474747 2.644389 2.316698 2.972080
+48.484848 3.866322 3.797546 3.935099
+49.494949 3.968166 3.904515 4.031817
+50.505051 4.027623 4.027122 4.028123
+51.515152 4.027815 4.027608 4.028021
+52.525253 4.027815 4.027608 4.028021
+53.535354 4.027815 4.027608 4.028021
+54.545455 4.027815 4.027608 4.028021
+55.555556 4.027815 4.027608 4.028021
+56.565657 4.027815 4.027608 4.028021
+57.575758 4.027815 4.027608 4.028021
+58.585859 4.027815 4.027608 4.028021
+59.595960 4.027815 4.027608 4.028021
+60.606061 4.027815 4.027608 4.028021
+61.616162 4.027815 4.027608 4.028021
+62.626263 3.979039 3.870673 4.087406
+63.636364 1.753204 1.188294 2.318115
+64.646465 0.235469 0.088115 0.382823
+65.656566 0.081543 0.081336 0.081749
+66.666667 0.081543 0.081336 0.081749
+67.676768 0.081543 0.081336 0.081749
+68.686869 0.092490 0.064412 0.120569
+69.696970 0.156764 0.067164 0.246364
+70.707071 0.436683 0.256222 0.617145
+71.717172 0.222157 0.068461 0.375852
+72.727273 0.259439 0.042225 0.476654
+73.737374 0.276639 0.018916 0.534362
+74.747475 0.270860 0.007434 0.534287
+75.757576 0.270860 0.007434 0.534287
+76.767677 0.270860 0.007434 0.534287
+77.777778 0.270860 0.007434 0.534287
+78.787879 0.270860 0.007434 0.534287
+79.797980 0.276172 0.004180 0.548165
+80.808081 0.278176 0.002885 0.553466
+81.818182 0.285119 0.000000 0.570994
+82.828283 0.285119 0.000000 0.570994
+83.838384 0.285119 0.000000 0.570994
+84.848485 0.285119 0.000000 0.570994
+85.858586 0.285119 0.000000 0.570994
+86.868687 0.285119 0.000000 0.570994
+87.878788 0.285119 0.000000 0.570994
+88.888889 0.285119 0.000000 0.570994
+89.898990 0.204773 0.000000 0.433182
+90.909091 0.121170 0.093343 0.148997
+91.919192 0.115998 0.095960 0.136036
+92.929293 0.109873 0.093552 0.126194
+93.939394 0.089043 0.051550 0.126537
+94.949495 0.033478 0.026387 0.040570
+95.959596 0.044642 0.044442 0.044842
+96.969697 0.038453 0.022454 0.054451
+97.979798 0.016648 0.010537 0.022759
+98.989899 0.013601 0.013502 0.013699
+100.000000 0.013601 0.013502 0.013699
diff --git a/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..080542e
--- /dev/null
+++ b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/M/graph500-24/max_mem_30G_workers_16/disk.png'
+set title "wcc / graph500-24 (M) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/wcc/M/graph500-24/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/disk.png b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..b2db084
Binary files /dev/null and b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/rss.dat b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..e268823
--- /dev/null
+++ b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.209372 0.000000 0.424546
+1.010101 0.446719 0.320811 0.572628
+2.020202 0.526282 0.461478 0.591087
+3.030303 0.570020 0.496546 0.643493
+4.040404 0.684284 0.566869 0.801698
+5.050505 0.735175 0.662484 0.807866
+6.060606 0.829545 0.731173 0.927917
+7.070707 0.901423 0.791351 1.011495
+8.080808 0.941084 0.859567 1.022601
+9.090909 0.981444 0.963208 0.999680
+10.101010 0.982375 0.962758 1.001992
+11.111111 0.983268 0.962243 1.004293
+12.121212 0.983735 0.962259 1.005211
+13.131313 0.984499 0.961136 1.007862
+14.141414 0.984520 0.961212 1.007829
+15.151515 1.000395 0.978424 1.022366
+16.161616 1.019970 0.988727 1.051213
+17.171717 1.611592 1.507959 1.715225
+18.181818 2.289903 2.232552 2.347254
+19.191919 2.737124 2.696775 2.777474
+20.202020 3.285330 3.253074 3.317587
+21.212121 3.353252 3.322199 3.384305
+22.222222 3.371330 3.338542 3.404118
+23.232323 3.381678 3.347020 3.416337
+24.242424 3.390138 3.365039 3.415237
+25.252525 3.395950 3.371530 3.420369
+26.262626 3.398442 3.376530 3.420355
+27.272727 3.398748 3.376686 3.420809
+28.282828 3.398968 3.376784 3.421152
+29.292929 3.399440 3.376948 3.421933
+30.303030 3.399517 3.376968 3.422065
+31.313131 3.405067 3.388296 3.421838
+32.323232 3.409499 3.396314 3.422684
+33.333333 3.483598 3.368953 3.598243
+34.343434 3.681960 3.431437 3.932483
+35.353535 3.987207 3.692407 4.282006
+36.363636 4.235170 4.050455 4.419884
+37.373737 4.335755 4.288572 4.382938
+38.383838 4.345356 4.316795 4.373917
+39.393939 4.346798 4.317313 4.376282
+40.404040 4.347135 4.318100 4.376170
+41.414141 4.347236 4.318105 4.376368
+42.424242 4.347252 4.318105 4.376399
+43.434343 4.347545 4.318107 4.376983
+44.444444 4.347545 4.318107 4.376983
+45.454545 4.347830 4.318632 4.377029
+46.464646 4.349288 4.321262 4.377313
+47.474747 4.352281 4.326854 4.377708
+48.484848 4.377837 4.325121 4.430553
+49.494949 4.835493 4.771618 4.899367
+50.505051 5.458953 5.247021 5.670885
+51.515152 5.966630 5.885198 6.048061
+52.525253 6.072295 5.969921 6.174670
+53.535354 6.976311 6.635054 7.317568
+54.545455 8.028819 7.863036 8.194603
+55.555556 8.309416 8.091186 8.527647
+56.565657 8.372034 8.172611 8.571456
+57.575758 8.416081 8.214594 8.617567
+58.585859 8.450536 8.237621 8.663452
+59.595960 8.493664 8.276824 8.710504
+60.606061 9.058965 8.701656 9.416274
+61.616162 11.848672 11.307978 12.389367
+62.626263 12.536482 12.242544 12.830420
+63.636364 12.626686 12.349691 12.903681
+64.646465 12.875958 12.610838 13.141079
+65.656566 13.291755 13.100191 13.483318
+66.666667 13.455088 13.114630 13.795546
+67.676768 13.794015 13.541122 14.046908
+68.686869 13.895764 13.629795 14.161734
+69.696970 13.907205 13.643839 14.170571
+70.707071 13.907723 13.644711 14.170735
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+72.727273 13.913635 13.656414 14.170857
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+75.757576 13.913778 13.657294 14.170262
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+78.787879 13.913916 13.657282 14.170550
+79.797980 13.914138 13.657205 14.171070
+80.808081 13.914778 13.657149 14.172407
+81.818182 13.914017 13.657178 14.170857
+82.828283 13.914017 13.657178 14.170857
+83.838384 13.914017 13.657178 14.170857
+84.848485 13.914017 13.657178 14.170857
+85.858586 13.914017 13.657178 14.170857
+86.868687 13.914021 13.657178 14.170864
+87.878788 13.914021 13.657178 14.170864
+88.888889 13.914206 13.657108 14.171304
+89.898990 13.914126 13.657138 14.171113
+90.909091 13.914596 13.657101 14.172090
+91.919192 13.915628 13.656967 14.174290
+92.929293 13.916913 13.656819 14.177007
+93.939394 13.917103 13.656841 14.177366
+94.949495 13.917878 13.657840 14.177916
+95.959596 13.918170 13.658392 14.177948
+96.969697 13.244274 11.549811 14.938736
+97.979798 1.337204 0.000000 4.004938
+98.989899 0.000000 0.000000 0.000000
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..4a45477
--- /dev/null
+++ b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/M/graph500-24/max_mem_30G_workers_16/rss.png'
+set title "wcc / graph500-24 (M) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/wcc/M/graph500-24/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/rss.png b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..b9f0391
Binary files /dev/null and b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/wall_time.dat b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..376dc6b
--- /dev/null
+++ b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+32.9071158 0.000432980032
+32.9098909 0.00051524072
+32.912666 0.000611996791
+32.9154411 0.000725580011
+32.9182162 0.000858656047
+32.9209913 0.00101426512
+32.9237664 0.00119586646
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+32.9293166 0.00165327219
+32.9320917 0.00193854611
+32.9348668 0.00226886907
+32.9376419 0.00265060465
+32.940417 0.00309088911
+32.9431921 0.00359770531
+32.9459672 0.00417996085
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+32.9515174 0.00561154012
+32.9542925 0.00648405922
+32.9570676 0.00747858923
+32.9598427 0.00860995927
+32.9626178 0.00989446138
+32.9653929 0.0113499468
+32.968168 0.0129959219
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+32.9848186 0.0281961756
+32.9875937 0.0318797835
+32.9903688 0.035980014
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+33.1957262 3.02270434
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+33.4316098 1.16285559
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+33.4399351 0.970511098
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+33.6119913 0.000636576502
+33.6147664 0.000533924145
diff --git a/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..3f12b7f
--- /dev/null
+++ b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/M/graph500-24/max_mem_30G_workers_16/wall_time.png'
+set title "wcc / graph500-24 (M) — max_mem_30G workers_16\nmedian=33.275s  mean=33.270s  std=0.083s  min=33.163s  max=33.359s  p90=33.351s  p95=33.355s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:4.69991]
+set xrange [32.907116:33.614766]
+set grid y
+set key top right
+set arrow from 33.275283,0 to 33.275283,4.69991 nohead lc rgb 'red' lw 2
+set label 'median 33.275s' at 33.275283,4.69991 offset char 0,1 tc rgb 'red'
+set arrow from 33.351248,0 to 33.351248,4.69991 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 33.351s' at 33.351248,4.69991 offset char 0,1 tc rgb 'orange'
+set arrow from 33.355249,0 to 33.355249,4.69991 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 33.355s' at 33.355249,4.69991 offset char 0,1 tc rgb 'orange'
+set arrow from 33.339244,0 to 33.339244,0.144613 nohead lc rgb '#666666' lw 1
+set arrow from 33.162631,0 to 33.162631,0.144613 nohead lc rgb '#666666' lw 1
+set arrow from 33.359251,0 to 33.359251,0.144613 nohead lc rgb '#666666' lw 1
+set arrow from 33.275283,0 to 33.275283,0.144613 nohead lc rgb '#666666' lw 1
+set arrow from 33.212228,0 to 33.212228,0.144613 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/wcc/M/graph500-24/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/wcc/M/graph500-24/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/wall_time.png b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..40d9aa9
Binary files /dev/null and b/benches/results/wcc/M/graph500-24/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/benchmark.json b/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index d5aee6c..0000000
--- a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,46251 +0,0 @@
-{
-  "algorithm": "wcc",
-  "dataset": "datagen-9_3-zf",
-  "size_class": "XL",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/wcc_datagen-9_3-zf",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--seed",
-      "42"
-    ]
-  },
-  "graph": {
-    "vertices": 555000000,
-    "edges": 1000000000,
-    "nodes_str": "555M",
-    "edges_str": "1B"
-  },
-  "warmup": {
-    "wall_time_s": 2992.6877980800055,
-    "sampling_interval_s": 1.0
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 2994.5471850709873,
-      "peak_rss_kb": 24818892,
-      "peak_disk_bytes": 28394587136.0,
-      "returncode": 0,
-      "n_samples": 2983
-    },
-    {
-      "index": 1,
-      "wall_time_s": 3027.080724216008,
-      "peak_rss_kb": 26251236,
-      "peak_disk_bytes": 28582483968.0,
-      "returncode": 0,
-      "n_samples": 3005
-    },
-    {
-      "index": 2,
-      "wall_time_s": 3119.912351884006,
-      "peak_rss_kb": 25794288,
-      "peak_disk_bytes": 27265201152.0,
-      "returncode": 0,
-      "n_samples": 3088
-    },
-    {
-      "index": 3,
-      "wall_time_s": 2984.779400009007,
-      "peak_rss_kb": 26587224,
-      "peak_disk_bytes": 28716128256.0,
-      "returncode": 0,
-      "n_samples": 2946
-    },
-    {
-      "index": 4,
-      "wall_time_s": 3052.67632831799,
-      "peak_rss_kb": 25900812,
-      "peak_disk_bytes": 27450037248.0,
-      "returncode": 0,
-      "n_samples": 3005
-    }
-  ],
-  "stats": {
-    "wall_time_s": {
-      "n": 5,
-      "median": 3027.080724216008,
-      "mean": 3035.7991978995997,
-      "std": 54.17707155002059,
-      "min": 2984.779400009007,
-      "max": 3119.912351884006,
-      "p90": 3093.0179424575995,
-      "p95": 3106.465147170803
-    },
-    "peak_rss_kb": {
-      "n": 5,
-      "median": 25900812.0,
-      "mean": 25870490.4,
-      "std": 665443.3982998104,
-      "min": 24818892,
-      "max": 26587224,
-      "p90": 26452828.8,
-      "p95": 26520026.4
-    },
-    "peak_disk_bytes": {
-      "n": 5,
-      "median": 28394587136.0,
-      "mean": 28081687552.0,
-      "std": 673952957.3282704,
-      "min": 27265201152.0,
-      "max": 28716128256.0,
-      "p90": 28662670540.8,
-      "p95": 28689399398.4
-    },
-    "medges_per_sec": 0.3303512826731744
-  },
-  "series": {
-    "alignment": "dtw",
-    "ref_run": 1,
-    "band_frac": 0.25,
-    "grid_size": 100,
-    "rss_bands_gib": [
-      [
-        0.7997812519343533,
-        -1.235258607749063,
-        2.8348211116177695
-      ],
-      [
-        8.00572348386318,
-        5.069308841964629,
-        10.942138125761732
-      ],
-      [
-        13.570941154702187,
-        11.61196968860835,
-        15.529912620796024
-      ],
-      [
-        16.81976438069658,
-        15.606774764000686,
-        18.032753997392472
-      ],
-      [
-        18.187650622729013,
-        16.527029197598367,
-        19.84827204785966
-      ],
-      [
-        19.48310894248675,
-        18.62772622573898,
-        20.338491659234524
-      ],
-      [
-        18.93903902945761,
-        17.21615833918454,
-        20.661919719730683
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\ No newline at end of file
diff --git a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.dat b/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index e565979..0000000
--- a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.000000 0.000000 0.000001
-2.020202 0.406911 0.000000 1.453079
-3.030303 1.874585 1.005141 2.744029
-4.040404 3.386123 2.456526 4.315719
-5.050505 5.166194 4.242256 6.090132
-6.060606 4.551498 2.541896 6.561100
-7.070707 6.391527 3.203917 9.579138
-8.080808 3.350579 0.000000 7.131248
-9.090909 3.950459 1.966075 5.934844
-10.101010 8.355085 4.874829 11.835341
-11.111111 14.381488 11.192473 17.570504
-12.121212 14.212919 4.345179 24.080658
-13.131313 6.763071 2.987360 10.538782
-14.141414 8.852992 6.184702 11.521282
-15.151515 6.997852 5.546709 8.448995
-16.161616 9.146643 4.363020 13.930265
-17.171717 10.868122 5.205562 16.530682
-18.181818 13.522339 5.613271 21.431407
-19.191919 15.671989 8.650070 22.693908
-20.202020 20.218841 16.352811 24.084871
-21.212121 8.750610 0.000000 17.589254
-22.222222 10.428265 9.237134 11.619395
-23.232323 4.289876 4.279658 4.300094
-24.242424 4.289876 4.279658 4.300094
-25.252525 6.070054 6.059805 6.080304
-26.262626 7.429121 6.609404 8.248839
-27.272727 8.445172 7.470931 9.419412
-28.282828 9.986339 7.734271 12.238407
-29.292929 10.698389 8.859050 12.537728
-30.303030 11.054390 9.333778 12.775002
-31.313131 12.834550 11.120461 14.548640
-32.323232 14.258624 13.142535 15.374712
-33.333333 13.048949 8.106196 17.991702
-34.343434 9.912536 3.288559 16.536512
-35.353535 7.505637 5.662918 9.348356
-36.363636 10.376751 9.652187 11.101315
-37.373737 11.322530 10.808575 11.836484
-38.383838 11.525964 10.890769 12.161160
-39.393939 11.729405 11.092783 12.366026
-40.404040 12.517963 10.910248 14.125678
-41.414141 14.087325 11.900658 16.273991
-42.424242 12.640192 11.111124 14.169260
-43.434343 16.888330 13.945004 19.831657
-44.444444 23.231376 20.935029 25.527723
-45.454545 15.279755 14.180755 16.378755
-46.464646 16.625670 15.485893 17.765447
-47.474747 20.354666 19.076595 21.632738
-48.484848 21.152054 18.431316 23.872792
-49.494949 20.697743 14.363587 27.031900
-50.505051 16.756148 16.395639 17.116657
-51.515152 15.735054 13.910375 17.559733
-52.525253 17.051126 15.803302 18.298951
-53.535354 17.930428 17.156511 18.704344
-54.545455 18.227110 18.209523 18.244697
-55.555556 18.939141 17.825827 20.052454
-56.565657 20.293662 18.670971 21.916354
-57.575758 19.767676 16.362702 23.172649
-58.585859 16.699381 13.264059 20.134704
-59.595960 14.008565 8.995598 19.021532
-60.606061 12.020514 11.548962 12.492066
-61.616162 12.386409 11.808675 12.964143
-62.626263 15.776694 12.035358 19.518029
-63.636364 14.035646 11.097036 16.974256
-64.646465 14.662519 13.266682 16.058357
-65.656566 18.405846 16.400464 20.411228
-66.666667 14.490794 11.407897 17.573690
-67.676768 14.052365 13.557618 14.547112
-68.686869 14.720252 14.080581 15.359922
-69.696970 13.996522 11.790245 16.202800
-70.707071 12.839452 10.333649 15.345255
-71.717172 11.955942 9.217794 14.694090
-72.727273 11.801044 9.615941 13.986147
-73.737374 11.606093 10.175970 13.036217
-74.747475 11.498127 9.998861 12.997393
-75.757576 11.404123 9.807361 13.000885
-76.767677 11.090289 8.991857 13.188722
-77.777778 10.886193 9.107148 12.665239
-78.787879 9.423153 7.283704 11.562603
-79.797980 7.265155 5.502075 9.028235
-80.808081 9.702343 9.121372 10.283313
-81.818182 10.187626 6.895387 13.479864
-82.828283 8.442544 6.551437 10.333652
-83.838384 7.127283 6.458659 7.795907
-84.848485 7.825078 7.380692 8.269464
-85.858586 7.978894 7.475855 8.481934
-86.868687 6.943536 4.017181 9.869891
-87.878788 4.533018 1.255159 7.810877
-88.888889 4.680378 1.158330 8.202425
-89.898990 4.814002 1.943575 7.684428
-90.909091 5.385764 2.416542 8.354986
-91.919192 4.947105 2.152482 7.741727
-92.929293 5.919697 2.878864 8.960530
-93.939394 8.776058 6.319326 11.232790
-94.949495 9.510420 8.064151 10.956689
-95.959596 10.756181 10.591050 10.921312
-96.969697 9.645318 8.413992 10.876644
-97.979798 8.743763 5.594813 11.892713
-98.989899 4.590429 0.710127 8.470731
-100.000000 1.674270 0.050197 3.298343
diff --git a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.gnuplot b/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index 0a83a1a..0000000
--- a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.png'
-set title "wcc / datagen-9_3-zf (XL) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.png b/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index c0a530d..0000000
Binary files a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.dat b/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index 749b447..0000000
--- a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.799781 0.000000 2.834821
-1.010101 8.005723 5.069309 10.942138
-2.020202 13.570941 11.611970 15.529913
-3.030303 16.819764 15.606775 18.032754
-4.040404 18.187651 16.527029 19.848272
-5.050505 19.483109 18.627726 20.338492
-6.060606 18.939039 17.216158 20.661920
-7.070707 18.698081 17.084161 20.312001
-8.080808 15.620461 13.280382 17.960540
-9.090909 11.488332 10.444133 12.532530
-10.101010 11.357531 10.567758 12.147304
-11.111111 9.747175 6.755989 12.738361
-12.121212 7.474736 5.800358 9.149114
-13.131313 7.790931 5.759975 9.821886
-14.141414 7.906978 6.081386 9.732569
-15.151515 8.018317 6.294179 9.742455
-16.161616 8.019769 6.299500 9.740037
-17.171717 7.997271 6.214939 9.779603
-18.181818 8.042918 6.314584 9.771253
-19.191919 8.005570 6.294979 9.716161
-20.202020 8.085283 6.277837 9.892729
-21.212121 8.637365 6.872951 10.401779
-22.222222 9.314810 7.437591 11.192030
-23.232323 13.288863 12.126096 14.451630
-24.242424 24.295094 23.194434 25.395755
-25.252525 22.719054 21.644728 23.793380
-26.262626 21.966892 20.614076 23.319707
-27.272727 22.254841 20.976373 23.533309
-28.282828 22.630276 21.684769 23.575783
-29.292929 22.579490 21.584513 23.574468
-30.303030 22.851013 21.802276 23.899750
-31.313131 22.907112 21.890941 23.923282
-32.323232 23.402042 22.650313 24.153771
-33.333333 22.172076 20.777950 23.566203
-34.343434 20.065290 15.830416 24.300165
-35.353535 14.994770 12.978809 17.010731
-36.363636 14.219349 13.399413 15.039285
-37.373737 15.166661 13.583124 16.750199
-38.383838 16.107210 13.827796 18.386623
-39.393939 16.457399 14.199002 18.715796
-40.404040 18.807428 15.331598 22.283258
-41.414141 19.589048 15.646327 23.531768
-42.424242 16.017153 14.054197 17.980108
-43.434343 15.700900 14.579219 16.822581
-44.444444 14.270247 13.199302 15.341191
-45.454545 14.314180 13.238749 15.389610
-46.464646 14.347923 13.244000 15.451846
-47.474747 14.359948 13.281261 15.438635
-48.484848 14.346179 13.256410 15.435948
-49.494949 14.757260 13.260786 16.253734
-50.505051 15.974182 14.071280 17.877084
-51.515152 18.418798 16.652270 20.185326
-52.525253 18.598563 16.772329 20.424797
-53.535354 18.414273 16.773763 20.054784
-54.545455 18.336758 16.684531 19.988984
-55.555556 18.335858 16.681959 19.989757
-56.565657 18.411669 16.751402 20.071937
-57.575758 17.414741 16.361377 18.468104
-58.585859 15.544652 14.587075 16.502230
-59.595960 15.947160 14.127426 17.766893
-60.606061 15.988296 13.697053 18.279539
-61.616162 16.320936 14.518952 18.122920
-62.626263 16.338965 14.550495 18.127435
-63.636364 16.232116 14.356748 18.107484
-64.646465 15.534257 13.903679 17.164836
-65.656566 15.169219 13.546523 16.791916
-66.666667 16.750580 14.708010 18.793149
-67.676768 19.913240 17.940544 21.885937
-68.686869 21.291332 19.918641 22.664024
-69.696970 21.143145 18.891987 23.394303
-70.707071 20.220730 18.806533 21.634926
-71.717172 20.023778 18.555362 21.492194
-72.727273 19.842996 18.331246 21.354746
-73.737374 19.526358 18.035089 21.017628
-74.747475 19.662223 18.170952 21.153495
-75.757576 19.662359 18.171047 21.153671
-76.767677 19.661698 18.170585 21.152812
-77.777778 19.562886 17.885804 21.239967
-78.787879 19.195569 18.253073 20.138064
-79.797980 18.937028 18.112321 19.761735
-80.808081 18.215113 16.432340 19.997886
-81.818182 16.249618 14.861032 17.638204
-82.828283 15.879344 14.513438 17.245250
-83.838384 15.760601 14.420790 17.100411
-84.848485 15.720412 14.339308 17.101516
-85.858586 15.716829 14.332229 17.101429
-86.868687 15.721178 14.350736 17.091619
-87.878788 15.789154 14.465912 17.112397
-88.888889 16.042120 14.870122 17.214117
-89.898990 16.564949 15.443274 17.686624
-90.909091 16.574171 15.807801 17.340541
-91.919192 16.494238 15.767588 17.220888
-92.929293 17.294294 15.258459 19.330128
-93.939394 16.452123 15.510249 17.393996
-94.949495 16.528117 15.596169 17.460065
-95.959596 16.575658 15.615017 17.536298
-96.969697 16.576389 15.614879 17.537898
-97.979798 16.575229 15.611139 17.539320
-98.989899 13.516923 4.815552 22.218294
-100.000000 3.448472 0.000000 12.314494
diff --git a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.gnuplot b/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index b7d3dae..0000000
--- a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.png'
-set title "wcc / datagen-9_3-zf (XL) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.png b/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index e88cee8..0000000
Binary files a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.dat b/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 5edbde7..0000000
--- a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-2851.46994 1.04363343e-06
-2853.04543 1.26364344e-06
-2854.62093 1.52668219e-06
-2856.19643 1.84043531e-06
-2857.77193 2.21381135e-06
-2859.34742 2.65710746e-06
-2860.92292 3.18219228e-06
-2862.49842 3.80270692e-06
-2864.07392 4.53428474e-06
-2865.64941 5.39479063e-06
-2867.22491 6.40458007e-06
-2868.80041 7.58677824e-06
-2870.37591 8.96757891e-06
-2871.95141 1.05765628e-05
-2873.5269 1.24470341e-05
-2875.1024 1.46163747e-05
-2876.6779 1.71264133e-05
-2878.2534 2.00238073e-05
-2879.82889 2.33604348e-05
-2881.40439 2.71937928e-05
-2882.97989 3.15873971e-05
-2884.55539 3.66111791e-05
-2886.13088 4.23418728e-05
-2887.70638 4.88633871e-05
-2889.28188 5.62671539e-05
-2890.85738 6.46524454e-05
-2892.43287 7.41266516e-05
-2894.00837 8.48055074e-05
-2895.58387 9.68132611e-05
-2897.15937 0.000110282772
-2898.73486 0.000125355529
-2900.31036 0.000142181574
-2901.88586 0.000160919327
-2903.46136 0.000181735295
-2905.03685 0.00020480366
-2906.61235 0.00023030573
-2908.18785 0.000258429251
-2909.76335 0.000289367575
-2911.33884 0.000323318662
-2912.91434 0.000360483935
-2914.48984 0.000401066965
-2916.06534 0.000445272005
-2917.64083 0.000493302358
-2919.21633 0.000545358603
-2920.79183 0.000601636667
-2922.36733 0.000662325778
-2923.94282 0.000727606298
-2925.51832 0.000797647455
-2927.09382 0.000872605006
-2928.66932 0.000952618851
-2930.24481 0.00103781061
-2931.82031 0.00112828124
-2933.39581 0.00122410862
-2934.97131 0.00132534535
-2936.54681 0.00143201646
-2938.1223 0.00154411747
-2939.6978 0.0016616125
-2941.2733 0.00178443263
-2942.8488 0.00191247459
-2944.42429 0.00204559959
-2945.99979 0.00218363265
-2947.57529 0.00232636211
-2949.15079 0.00247353966
-2950.72628 0.00262488062
-2952.30178 0.00278006477
-2953.87728 0.00293873744
-2955.45278 0.00310051113
-2957.02827 0.00326496747
-2958.60377 0.00343165962
-2960.17927 0.00360011496
-2961.75477 0.00376983827
-2963.33026 0.00394031506
-2964.90576 0.00411101529
-2966.48126 0.00428139728
-2968.05676 0.00445091181
-2969.63225 0.00461900632
-2971.20775 0.00478512924
-2972.78325 0.00494873426
-2974.35875 0.00510928458
-2975.93424 0.0052662571
-2977.50974 0.00541914633
-2979.08524 0.00556746822
-2980.66074 0.00571076355
-2982.23623 0.00584860117
-2983.81173 0.00598058072
-2985.38723 0.00610633505
-2986.96273 0.00622553214
-2988.53822 0.00633787665
-2990.11372 0.00644311093
-2991.68922 0.00654101561
-2993.26472 0.00663140974
-2994.84021 0.00671415042
-2996.41571 0.00678913211
-2997.99121 0.00685628548
-2999.56671 0.00691557592
-3001.14221 0.00696700173
-3002.7177 0.00701059212
-3004.2932 0.00704640487
-3005.8687 0.00707452399
-3007.4442 0.00709505712
-3009.01969 0.00710813307
-3010.59519 0.0071138992
-3012.17069 0.00711251899
-3013.74619 0.00710416965
-3015.32168 0.00708903998
-3016.89718 0.0070673283
-3018.47268 0.00703924076
-3020.04818 0.00700498977
-3021.62367 0.0069647928
-3023.19917 0.00691887143
-3024.77467 0.00686745065
-3026.35017 0.0068107585
-3027.92566 0.00674902591
-3029.50116 0.00668248682
-3031.07666 0.0066113785
-3032.65216 0.00653594203
-3034.22765 0.00645642292
-3035.80315 0.00637307183
-3037.37865 0.00628614534
-3038.95415 0.00619590671
-3040.52964 0.00610262659
-3042.10514 0.00600658361
-3043.68064 0.00590806491
-3045.25614 0.00580736637
-3046.83163 0.00570479271
-3048.40713 0.00560065731
-3049.98263 0.00549528175
-3051.55813 0.00538899504
-3053.13362 0.00528213258
-3054.70912 0.00517503477
-3056.28462 0.00506804536
-3057.86012 0.00496150942
-3059.43561 0.00485577113
-3061.01111 0.0047511713
-3062.58661 0.00464804461
-3064.16211 0.00454671674
-3065.73761 0.0044475014
-3067.3131 0.0043506972
-3068.8886 0.00425658455
-3070.4641 0.00416542262
-3072.0396 0.00407744632
-3073.61509 0.00399286348
-3075.19059 0.00391185225
-3076.76609 0.00383455872
-3078.34159 0.00376109488
-3079.91708 0.00369153691
-3081.49258 0.00362592396
-3083.06808 0.0035642572
-3084.64358 0.00350649951
-3086.21907 0.00345257553
-3087.79457 0.00340237225
-3089.37007 0.00335574008
-3090.94557 0.00331249444
-3092.52106 0.00327241776
-3094.09656 0.00323526199
-3095.67206 0.00320075153
-3097.24756 0.00316858648
-3098.82305 0.00313844626
-3100.39855 0.00310999355
-3101.97405 0.0030828784
-3103.54955 0.00305674252
-3105.12504 0.00303122367
-3106.70054 0.00300596012
-3108.27604 0.00298059502
-3109.85154 0.00295478075
-3111.42703 0.00292818303
-3113.00253 0.00290048484
-3114.57803 0.00287139015
-3116.15353 0.00284062717
-3117.72902 0.00280795139
-3119.30452 0.00277314805
-3120.88002 0.00273603434
-3122.45552 0.002696461
-3124.03101 0.00265431351
-3125.60651 0.00260951278
-3127.18201 0.00256201535
-3128.75751 0.00251181313
-3130.33301 0.00245893268
-3131.9085 0.002403434
-3133.484 0.002345409
-3135.0595 0.00228497955
-3136.635 0.00222229517
-3138.21049 0.00215753053
-3139.78599 0.00209088258
-3141.36149 0.00202256764
-3142.93699 0.00195281819
-3144.51248 0.00188187972
-3146.08798 0.00181000744
-3147.66348 0.00173746307
-3149.23898 0.00166451162
-3150.81447 0.00159141834
-3152.38997 0.00151844576
-3153.96547 0.00144585095
-3155.54097 0.00137388293
-3157.11646 0.00130278037
-3158.69196 0.00123276949
-3160.26746 0.00116406229
-3161.84296 0.001096855
-3163.41845 0.00103132681
-3164.99395 0.000967638985
-3166.56945 0.0009059341
-3168.14495 0.000846335678
-3169.72044 0.000788948018
-3171.29594 0.000733856291
-3172.87144 0.000681126847
-3174.44694 0.000630807734
-3176.02243 0.000582929398
-3177.59793 0.000537505539
-3179.17343 0.0004945341
-3180.74893 0.000453998366
-3182.32442 0.000415868156
-3183.89992 0.000380101065
-3185.47542 0.000346643757
-3187.05092 0.000315433268
-3188.62641 0.000286398319
-3190.20191 0.000259460602
-3191.77741 0.000234536032
-3193.35291 0.000211535959
-3194.92841 0.000190368315
-3196.5039 0.000170938687
-3198.0794 0.000153151329
-3199.6549 0.00013691007
-3201.2304 0.000122119157
-3202.80589 0.000108683991
-3204.38139 9.65117916e-05
-3205.95689 8.55121577e-05
-3207.53239 7.55975535e-05
-3209.10788 6.66837072e-05
-3210.68338 5.86899316e-05
-3212.25888 5.15393718e-05
-3213.83438 4.5159184e-05
-3215.40987 3.94806518e-05
-3216.98537 3.44392463e-05
-3218.56087 2.99746353e-05
-3220.13637 2.60306484e-05
-3221.71186 2.25552033e-05
-3223.28736 1.95002005e-05
-3224.86286 1.68213898e-05
-3226.43836 1.44782158e-05
-3228.01385 1.24336462e-05
-3229.58935 1.06539874e-05
-3231.16485 9.10869148e-06
-3232.74035 7.77015863e-06
-3234.31584 6.61353717e-06
-3235.89134 5.6165248e-06
-3237.46684 4.75917292e-06
-3239.04234 4.02369605e-06
-3240.61783 3.39428799e-06
-3242.19333 2.85694586e-06
-3243.76883 2.39930305e-06
-3245.34433 2.0104716e-06
-3246.91982 1.68089465e-06
-3248.49532 1.40220895e-06
-3250.07082 1.16711768e-06
-3251.64632 9.69273203e-07
-3253.22182 8.03169849e-07
diff --git a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index 02f2c7c..0000000
--- a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.png'
-set title "wcc / datagen-9_3-zf (XL) — max_mem_24G workers_4\nmedian=3027.081s  mean=3035.799s  std=54.177s  min=2984.779s  max=3119.912s  p90=3093.018s  p95=3106.465s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.00924807]
-set xrange [2851.469937:3253.221815]
-set grid y
-set key top right
-set arrow from 3027.080724,0 to 3027.080724,0.00924807 nohead lc rgb 'red' lw 2
-set label 'median 3027.081s' at 3027.080724,0.00924807 offset char 0,1 tc rgb 'red'
-set arrow from 3093.017942,0 to 3093.017942,0.00924807 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 3093.018s' at 3093.017942,0.00924807 offset char 0,1 tc rgb 'orange'
-set arrow from 3106.465147,0 to 3106.465147,0.00924807 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 3106.465s' at 3106.465147,0.00924807 offset char 0,1 tc rgb 'orange'
-set arrow from 2994.547185,0 to 2994.547185,0.000284556 nohead lc rgb '#666666' lw 1
-set arrow from 3027.080724,0 to 3027.080724,0.000284556 nohead lc rgb '#666666' lw 1
-set arrow from 3119.912352,0 to 3119.912352,0.000284556 nohead lc rgb '#666666' lw 1
-set arrow from 2984.779400,0 to 2984.779400,0.000284556 nohead lc rgb '#666666' lw 1
-set arrow from 3052.676328,0 to 3052.676328,0.000284556 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.png b/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index 61995b4..0000000
Binary files a/benches/results/wcc/XL/datagen-9_3-zf/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/benchmark.json b/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index 3b2f868..0000000
--- a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,34533 +0,0 @@
-{
-  "algorithm": "wcc",
-  "dataset": "datagen-sf3k-fb",
-  "size_class": "XL",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/wcc_datagen-sf3k-fb",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--seed",
-      "42"
-    ]
-  },
-  "graph": {
-    "vertices": 33000000,
-    "edges": 2000000000,
-    "nodes_str": "33M",
-    "edges_str": "2B"
-  },
-  "warmup": {
-    "wall_time_s": 2221.4078922189983,
-    "sampling_interval_s": 1.0
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 2241.0370555829977,
-      "peak_rss_kb": 27380604,
-      "peak_disk_bytes": 47435266048.0,
-      "returncode": 0,
-      "n_samples": 2237
-    },
-    {
-      "index": 1,
-      "wall_time_s": 2216.589890240997,
-      "peak_rss_kb": 26798384,
-      "peak_disk_bytes": 47036498944.0,
-      "returncode": 0,
-      "n_samples": 2209
-    },
-    {
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-      "wall_time_s": 2241.8459964739995,
-      "peak_rss_kb": 27057508,
-      "peak_disk_bytes": 47411504128.0,
-      "returncode": 0,
-      "n_samples": 2229
-    },
-    {
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-      "peak_disk_bytes": 47060977664.0,
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-      "wall_time_s": 2266.022738085001,
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-      "peak_disk_bytes": 47680943104.0,
-      "returncode": 0,
-      "n_samples": 2245
-    }
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-  "stats": {
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-      "median": 2241.0370555829977,
-      "mean": 2236.6414992911996,
-      "std": 20.43321335070659,
-      "min": 2216.589890240997,
-      "max": 2266.022738085001,
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-      "p95": 47631807692.799995
-    },
-    "medges_per_sec": 0.8924439669649761
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-  "environment": {
-    "timestamp": "2026-08-21T17:44:49.302844+00:00",
-    "platform": "Linux-7.0.0-1010-aws-x86_64-with-glibc2.43",
-    "python": "3.14.4",
-    "cpu_count": 4,
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-    "git_commit": "763ac3ae9b884957eb9f2408e21cf3b1639c8483"
-  }
-}
\ No newline at end of file
diff --git a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.dat b/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index 8a063c6..0000000
--- a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.000000 0.000000 0.000000
-2.020202 0.000000 0.000000 0.000000
-3.030303 0.000000 0.000000 0.000000
-4.040404 0.000000 0.000000 0.000000
-5.050505 0.000000 0.000000 0.000000
-6.060606 0.000000 0.000000 0.000000
-7.070707 0.000000 0.000000 0.000000
-8.080808 0.000000 0.000000 0.000000
-9.090909 0.000000 0.000000 0.000000
-10.101010 0.000000 0.000000 0.000000
-11.111111 3.721318 0.000000 13.288827
-12.121212 8.500242 0.000000 30.354365
-13.131313 0.053958 0.000000 0.192684
-14.141414 0.053958 0.000000 0.192684
-15.151515 0.373254 0.000000 1.170872
-16.161616 4.671053 1.154928 8.187178
-17.171717 12.388946 2.246507 22.531386
-18.181818 15.021297 5.115098 24.927495
-19.191919 18.065610 6.622850 29.508370
-20.202020 22.170706 8.078825 36.262586
-21.212121 25.091760 8.968360 41.215160
-22.222222 29.034355 10.437709 47.631002
-23.232323 32.799583 11.735888 53.863278
-24.242424 9.108070 0.000000 30.590016
-25.252525 1.902628 0.000000 3.815834
-26.262626 5.548152 0.051938 11.044366
-27.272727 10.368225 0.000000 21.891692
-28.282828 14.527688 0.000000 29.593805
-29.292929 16.227975 1.285677 31.170274
-30.303030 18.092446 2.232818 33.952074
-31.313131 20.134101 2.595290 37.672911
-32.323232 20.910104 2.935906 38.884302
-33.333333 21.808172 4.685560 38.930784
-34.343434 22.200382 5.134126 39.266639
-35.353535 23.766586 8.154719 39.378453
-36.363636 25.338111 10.731750 39.944471
-37.373737 25.964188 11.262595 40.665781
-38.383838 26.483098 11.570771 41.395424
-39.393939 26.898900 11.734893 42.062908
-40.404040 28.259917 14.335346 42.184487
-41.414141 32.929384 25.802975 40.055792
-42.424242 38.805711 37.796345 39.815076
-43.434343 40.740493 39.660291 41.820695
-44.444444 34.279337 12.408211 56.150463
-45.454545 0.271004 0.269898 0.272111
-46.464646 0.271004 0.269898 0.272111
-47.474747 0.300351 0.223984 0.376718
-48.484848 1.962095 1.734182 2.190009
-49.494949 2.051093 2.049981 2.052205
-50.505051 3.110873 1.998421 4.223324
-51.515152 3.466901 2.555838 4.377965
-52.525253 3.804943 2.393331 5.216554
-53.535354 4.543223 2.711691 6.374755
-54.545455 4.899235 2.564573 7.233897
-55.555556 6.323292 3.218289 9.428295
-56.565657 6.323292 3.218289 9.428295
-57.575758 6.327273 3.219990 9.434555
-58.585859 7.747375 5.504502 9.990248
-59.595960 8.103394 6.272210 9.934578
-60.606061 8.815465 6.573177 11.057752
-61.616162 9.171471 6.664638 11.678303
-62.626263 9.527491 6.858485 12.196497
-63.636364 11.307570 8.638579 13.976562
-64.646465 11.841483 9.794203 13.888762
-65.656566 12.427094 10.691010 14.163178
-66.666667 13.443639 10.696746 16.190532
-67.676768 14.511687 12.004169 17.019205
-68.686869 15.223722 12.476959 17.970485
-69.696970 15.223722 12.476959 17.970485
-70.707071 15.935741 15.019580 16.851903
-71.717172 17.893804 17.435274 18.352334
-72.727273 13.899341 5.166501 22.632181
-73.737374 1.419639 0.828278 2.010999
-74.747475 2.789383 2.144692 3.434075
-75.757576 4.254866 3.544528 4.965204
-76.767677 6.048353 4.870506 7.226200
-77.777778 7.077509 5.858588 8.296430
-78.787879 7.633992 6.695240 8.572745
-79.797980 8.176842 7.981043 8.372640
-80.808081 11.263558 3.525348 19.001768
-81.818182 11.263558 3.525348 19.001768
-82.828283 11.263558 3.525348 19.001768
-83.838384 11.263558 3.525348 19.001768
-84.848485 12.390959 5.083326 19.698593
-85.858586 15.172038 8.555686 21.788389
-86.868687 18.646213 13.370813 23.921613
-87.878788 19.221883 12.752270 25.691496
-88.888889 11.840907 4.974797 18.707018
-89.898990 10.789548 8.042898 13.536198
-90.909091 12.401919 10.581327 14.222511
-91.919192 14.326419 12.695596 15.957243
-92.929293 15.973893 14.915378 17.032408
-93.939394 18.183263 16.983406 19.383121
-94.949495 20.683090 19.156319 22.209862
-95.959596 23.294038 21.392717 25.195359
-96.969697 11.214437 3.665678 18.763195
-97.979798 7.168151 4.310915 10.025387
-98.989899 6.447971 2.310253 10.585689
-100.000000 1.713031 0.000000 5.937240
diff --git a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.gnuplot b/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index 9e0fd94..0000000
--- a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.png'
-set title "wcc / datagen-sf3k-fb (XL) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.png b/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index 4e635d5..0000000
Binary files a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.dat b/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index cd02786..0000000
--- a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.235879 0.000000 0.605869
-1.010101 1.104785 0.914709 1.294862
-2.020202 1.245158 1.072238 1.418078
-3.030303 1.556237 1.041322 2.071151
-4.040404 2.376069 2.300768 2.451370
-5.050505 2.426552 2.340865 2.512239
-6.060606 2.666144 2.249229 3.083058
-7.070707 3.144915 2.687261 3.602570
-8.080808 3.299516 3.159571 3.439461
-9.090909 3.303917 3.163257 3.444576
-10.101010 3.306005 3.165439 3.446571
-11.111111 3.438445 3.073062 3.803828
-12.121212 3.243132 3.017845 3.468419
-13.131313 3.481444 3.033484 3.929405
-14.141414 3.483623 3.036622 3.930623
-15.151515 3.675139 3.191822 4.158455
-16.161616 4.385477 3.942066 4.828887
-17.171717 3.950635 3.260695 4.640574
-18.181818 3.935982 3.246841 4.625123
-19.191919 3.423625 2.808086 4.039164
-20.202020 3.148211 2.508245 3.788178
-21.212121 3.184546 2.557007 3.812086
-22.222222 3.228864 2.632390 3.825338
-23.232323 3.227502 2.632792 3.822213
-24.242424 3.827500 3.133380 4.521619
-25.252525 4.335942 4.054136 4.617747
-26.262626 4.551732 4.430739 4.672725
-27.272727 4.686060 4.493153 4.878966
-28.282828 4.648590 4.454840 4.842340
-29.292929 4.701467 4.553341 4.849593
-30.303030 4.637695 4.421635 4.853755
-31.313131 4.676804 4.502564 4.851044
-32.323232 4.695941 4.550114 4.841767
-33.333333 4.699037 4.557220 4.840855
-34.343434 4.704494 4.568566 4.840421
-35.353535 4.654754 4.620807 4.688700
-36.363636 4.660109 4.645106 4.675113
-37.373737 4.663775 4.643549 4.684001
-38.383838 4.663687 4.643621 4.683753
-39.393939 4.652070 4.631010 4.673131
-40.404040 4.650483 4.617857 4.683108
-41.414141 4.719827 4.587587 4.852068
-42.424242 4.734126 4.582608 4.885644
-43.434343 4.812951 4.509347 5.116556
-44.444444 4.921792 4.579560 5.264024
-45.454545 10.855006 8.609145 13.100867
-46.464646 21.320722 18.810026 23.831417
-47.474747 24.872731 23.229987 26.515474
-48.484848 22.496012 21.492015 23.500010
-49.494949 23.586583 23.058196 24.114969
-50.505051 22.490869 20.891723 24.090015
-51.515152 22.203031 20.508866 23.897195
-52.525253 23.193398 21.476890 24.909906
-53.535354 21.912706 20.258819 23.566594
-54.545455 22.931573 20.698000 25.165147
-55.555556 21.925790 20.005096 23.846484
-56.565657 21.550683 19.733154 23.368212
-57.575758 22.743801 20.358287 25.129314
-58.585859 21.490536 20.292734 22.688338
-59.595960 21.773860 20.087451 23.460269
-60.606061 21.927836 20.310721 23.544951
-61.616162 21.458517 19.899769 23.017265
-62.626263 23.564842 21.865003 25.264682
-63.636364 21.905815 20.581148 23.230481
-64.646465 22.630009 21.586613 23.673405
-65.656566 24.033726 23.511021 24.556431
-66.666667 22.658562 21.396531 23.920594
-67.676768 23.851486 23.536590 24.166382
-68.686869 23.985497 23.631068 24.339926
-69.696970 23.497593 22.117108 24.878077
-70.707071 23.850953 23.216734 24.485172
-71.717172 23.085409 22.014066 24.156751
-72.727273 23.360477 22.451943 24.269012
-73.737374 19.442056 17.475363 21.408748
-74.747475 14.401999 13.412781 15.391217
-75.757576 13.248255 12.080697 14.415812
-76.767677 13.006640 11.711831 14.301449
-77.777778 13.010522 11.688480 14.332563
-78.787879 13.006028 11.681646 14.330411
-79.797980 13.048228 11.743632 14.352823
-80.808081 13.083366 11.804079 14.362652
-81.818182 13.087410 11.800620 14.374201
-82.828283 13.090464 11.806420 14.374508
-83.838384 13.091369 11.807594 14.375143
-84.848485 13.158619 11.806521 14.510718
-85.858586 13.220395 11.863120 14.577669
-86.868687 13.255992 12.018592 14.493392
-87.878788 13.251242 12.017376 14.485109
-88.888889 13.238486 11.968413 14.508558
-89.898990 13.267115 11.999978 14.534252
-90.909091 13.268372 12.022143 14.514602
-91.919192 13.276778 12.017544 14.536012
-92.929293 13.268146 11.997118 14.539173
-93.939394 13.280371 12.031714 14.529028
-94.949495 13.278426 12.020845 14.536008
-95.959596 13.268237 12.011981 14.524492
-96.969697 13.232419 11.966866 14.497972
-97.979798 13.220253 11.957628 14.482877
-98.989899 10.163163 3.587404 16.738921
-100.000000 4.858850 0.000000 12.511871
diff --git a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.gnuplot b/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index f1ebb0d..0000000
--- a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.png'
-set title "wcc / datagen-sf3k-fb (XL) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.png b/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index 8e43e6d..0000000
Binary files a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat b/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 3d3a2ab..0000000
--- a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-2161.24219 3.32904385e-06
-2161.87014 3.99379864e-06
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diff --git a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index 9291c59..0000000
--- a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.png'
-set title "wcc / datagen-sf3k-fb (XL) — max_mem_24G workers_4\nmedian=2241.037s  mean=2236.641s  std=20.433s  min=2216.590s  max=2266.023s  p90=2256.352s  p95=2261.187s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.0206712]
-set xrange [2161.242186:2321.370442]
-set grid y
-set key top right
-set arrow from 2241.037056,0 to 2241.037056,0.0206712 nohead lc rgb 'red' lw 2
-set label 'median 2241.037s' at 2241.037056,0.0206712 offset char 0,1 tc rgb 'red'
-set arrow from 2256.352041,0 to 2256.352041,0.0206712 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 2256.352s' at 2256.352041,0.0206712 offset char 0,1 tc rgb 'orange'
-set arrow from 2261.187390,0 to 2261.187390,0.0206712 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 2261.187s' at 2261.187390,0.0206712 offset char 0,1 tc rgb 'orange'
-set arrow from 2241.037056,0 to 2241.037056,0.000636038 nohead lc rgb '#666666' lw 1
-set arrow from 2216.589890,0 to 2216.589890,0.000636038 nohead lc rgb '#666666' lw 1
-set arrow from 2241.845996,0 to 2241.845996,0.000636038 nohead lc rgb '#666666' lw 1
-set arrow from 2217.711816,0 to 2217.711816,0.000636038 nohead lc rgb '#666666' lw 1
-set arrow from 2266.022738,0 to 2266.022738,0.000636038 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.png b/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index 908b21a..0000000
Binary files a/benches/results/wcc/XL/datagen-sf3k-fb/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/benchmark.json b/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index 6c9cf4b..0000000
--- a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,12801 +0,0 @@
-{
-  "algorithm": "wcc",
-  "dataset": "graph500-26",
-  "size_class": "XL",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/wcc_graph500-26",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--seed",
-      "42"
-    ]
-  },
-  "graph": {
-    "vertices": 32000000,
-    "edges": 1000000000,
-    "nodes_str": "32M",
-    "edges_str": "1B"
-  },
-  "warmup": {
-    "wall_time_s": 804.6173830949992,
-    "sampling_interval_s": 1.0
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 778.1143818749988,
-      "peak_rss_kb": 23624832,
-      "peak_disk_bytes": 17012039680.0,
-      "returncode": 0,
-      "n_samples": 777
-    },
-    {
-      "index": 1,
-      "wall_time_s": 771.0078178529948,
-      "peak_rss_kb": 24852812,
-      "peak_disk_bytes": 16587777024.0,
-      "returncode": 0,
-      "n_samples": 768
-    },
-    {
-      "index": 2,
-      "wall_time_s": 776.3552929639991,
-      "peak_rss_kb": 23329400,
-      "peak_disk_bytes": 17070316544.0,
-      "returncode": 0,
-      "n_samples": 772
-    },
-    {
-      "index": 3,
-      "wall_time_s": 768.122653501996,
-      "peak_rss_kb": 24320884,
-      "peak_disk_bytes": 16867135488.0,
-      "returncode": 0,
-      "n_samples": 762
-    },
-    {
-      "index": 4,
-      "wall_time_s": 806.6124490120128,
-      "peak_rss_kb": 24369128,
-      "peak_disk_bytes": 17009874944.0,
-      "returncode": 0,
-      "n_samples": 798
-    }
-  ],
-  "stats": {
-    "wall_time_s": {
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-      "median": 776.3552929639991,
-      "mean": 780.0425190412003,
-      "std": 15.38654889638052,
-      "min": 768.122653501996,
-      "max": 806.6124490120128,
-      "p90": 795.2132221572072,
-      "p95": 800.91283558461
-    },
-    "peak_rss_kb": {
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-      "median": 24320884.0,
-      "mean": 24099411.2,
-      "std": 613912.2054456973,
-      "min": 23329400,
-      "max": 24852812,
-      "p90": 24659338.4,
-      "p95": 24756075.2
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-      "median": 17009874944.0,
-      "mean": 16909428736.0,
-      "std": 194776715.7234892,
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-      "max": 17070316544.0,
-      "p90": 17047005798.4,
-      "p95": 17058661171.2
-    },
-    "medges_per_sec": 1.288070048678565
-  },
-  "series": {
-    "alignment": "dtw",
-    "ref_run": 2,
-    "band_frac": 0.25,
-    "grid_size": 100,
-    "rss_bands_gib": [
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-        533483520.0,
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-      ]
-    }
-  ],
-  "environment": {
-    "timestamp": "2026-08-22T13:19:18.489780+00:00",
-    "platform": "Linux-7.0.0-1010-aws-x86_64-with-glibc2.43",
-    "python": "3.14.4",
-    "cpu_count": 4,
-    "gnuplot": true,
-    "git_commit": "763ac3ae9b884957eb9f2408e21cf3b1639c8483"
-  }
-}
\ No newline at end of file
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/disk.dat b/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index bbbd8a0..0000000
--- a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.000000 0.000000 0.000000
-2.020202 0.000000 0.000000 0.000000
-3.030303 0.000000 0.000000 0.000000
-4.040404 0.000000 0.000000 0.000000
-5.050505 0.000000 0.000000 0.000000
-6.060606 0.000000 0.000000 0.000000
-7.070707 0.000000 0.000000 0.000000
-8.080808 0.000000 0.000000 0.000000
-9.090909 0.000000 0.000000 0.000000
-10.101010 0.000000 0.000000 0.000000
-11.111111 0.000000 0.000000 0.000000
-12.121212 0.000000 0.000000 0.000000
-13.131313 0.332542 0.000000 1.006747
-14.141414 1.163771 0.000000 2.887018
-15.151515 2.369382 0.000000 5.002786
-16.161616 3.468226 0.000000 6.998145
-17.171717 4.276879 0.000000 8.626345
-18.181818 4.529419 0.000000 9.253250
-19.191919 4.848653 0.000000 10.122634
-20.202020 6.026820 0.000000 12.687841
-21.212121 7.430058 0.000000 15.370119
-22.222222 5.783523 0.000000 14.051544
-23.232323 6.541352 0.000000 15.191780
-24.242424 2.267558 0.000000 5.901517
-25.252525 2.659694 0.000000 6.077823
-26.262626 2.659694 0.000000 6.077823
-27.272727 1.554505 0.613628 2.495382
-28.282828 2.331776 0.268000 4.395552
-29.292929 2.475881 0.173823 4.777939
-30.303030 2.865426 0.000000 5.792466
-31.313131 3.011210 0.000000 6.126746
-32.323232 3.806012 0.000000 8.366989
-33.333333 4.621758 0.000000 10.701464
-34.343434 5.025997 0.000000 11.720382
-35.353535 5.331584 0.000000 11.808547
-36.363636 5.931323 0.000000 12.485677
-37.373737 6.414829 0.394161 12.435498
-38.383838 6.867990 1.153786 12.582194
-39.393939 7.028846 0.748686 13.309005
-40.404040 8.910944 3.041967 14.779921
-41.414141 9.415259 4.102189 14.728329
-42.424242 11.181879 6.337477 16.026281
-43.434343 13.801596 13.631669 13.971524
-44.444444 13.481392 9.636338 17.326445
-45.454545 4.196384 0.000000 11.930834
-46.464646 0.308624 0.308405 0.308843
-47.474747 0.308624 0.308405 0.308843
-48.484848 0.308624 0.308405 0.308843
-49.494949 0.308624 0.308405 0.308843
-50.505051 0.308624 0.308405 0.308843
-51.515152 0.308624 0.308405 0.308843
-52.525253 0.308624 0.308405 0.308843
-53.535354 0.308624 0.308405 0.308843
-54.545455 1.376528 0.294991 2.458065
-55.555556 2.189123 1.544943 2.833303
-56.565657 2.624378 1.513188 3.735568
-57.575758 3.067776 1.139689 4.995863
-58.585859 3.254750 1.502990 5.006511
-59.595960 3.254750 1.502990 5.006511
-60.606061 3.676552 2.147329 5.205775
-61.616162 3.776712 2.405836 5.147588
-62.626263 4.224800 3.309554 5.140047
-63.636364 4.224800 3.309554 5.140047
-64.646465 4.224800 3.309554 5.140047
-65.656566 4.224800 3.309554 5.140047
-66.666667 4.224800 3.309554 5.140047
-67.676768 4.224800 3.309554 5.140047
-68.686869 4.224800 3.309554 5.140047
-69.696970 4.540174 3.482055 5.598294
-70.707071 5.648822 5.648531 5.649114
-71.717172 5.648822 5.648531 5.649114
-72.727273 5.648822 5.648531 5.649114
-73.737374 4.135742 1.590093 6.681392
-74.747475 0.599342 0.437236 0.761448
-75.757576 1.049773 0.881426 1.218120
-76.767677 1.361554 1.222568 1.500541
-77.777778 1.734476 1.618809 1.850143
-78.787879 1.926008 1.686493 2.165524
-79.797980 2.162270 1.974021 2.350518
-80.808081 2.235906 2.074158 2.397655
-81.818182 2.235906 2.074158 2.397655
-82.828283 2.504983 1.729211 3.280755
-83.838384 2.750645 1.349487 4.151803
-84.848485 2.789746 1.366132 4.213360
-85.858586 2.534204 1.762618 3.305790
-86.868687 3.107560 1.115223 5.099896
-87.878788 2.688031 1.523063 3.852999
-88.888889 2.688031 1.523063 3.852999
-89.898990 3.338694 1.183322 5.494066
-90.909091 2.687932 1.529574 3.846289
-91.919192 2.691002 1.524862 3.857142
-92.929293 3.084587 0.914134 5.255039
-93.939394 2.287701 2.062876 2.512526
-94.949495 2.287701 2.062876 2.512526
-95.959596 2.282566 2.110369 2.454763
-96.969697 1.686034 0.449981 2.922086
-97.979798 0.517058 0.472138 0.561977
-98.989899 0.398898 0.217445 0.580351
-100.000000 0.139400 0.074165 0.204634
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/disk.gnuplot b/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index 9cba7b6..0000000
--- a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/XL/graph500-26/max_mem_24G_workers_4/disk.png'
-set title "wcc / graph500-26 (XL) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/wcc/XL/graph500-26/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/disk.png b/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index aebbca1..0000000
Binary files a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/rss.dat b/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index 1244e33..0000000
--- a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.003843 0.001102 0.006584
-1.010101 0.144018 0.000000 0.503143
-2.020202 0.639341 0.202849 1.075833
-3.030303 0.875029 0.291459 1.458598
-4.040404 1.298975 0.802224 1.795726
-5.050505 1.907990 1.374380 2.441600
-6.060606 2.470557 2.165725 2.775390
-7.070707 2.602648 2.564849 2.640447
-8.080808 2.614751 2.578177 2.651326
-9.090909 2.881968 2.463395 3.300541
-10.101010 2.988995 2.594829 3.383160
-11.111111 3.360598 3.207258 3.513938
-12.121212 3.370859 3.221526 3.520191
-13.131313 3.711906 3.229693 4.194118
-14.141414 3.794389 3.230149 4.358629
-15.151515 3.932519 3.427999 4.437040
-16.161616 4.035680 3.658008 4.413351
-17.171717 4.041489 3.653410 4.429567
-18.181818 4.041497 3.653404 4.429590
-19.191919 4.041521 3.653384 4.429659
-20.202020 4.041529 3.653381 4.429677
-21.212121 4.074293 3.646809 4.501778
-22.222222 4.235969 3.728116 4.743821
-23.232323 4.501512 4.091295 4.911728
-24.242424 4.571801 4.133563 5.010040
-25.252525 4.566044 4.132942 4.999146
-26.262626 4.595912 4.131632 5.060191
-27.272727 4.692544 4.216054 5.169034
-28.282828 4.493691 4.080518 4.906863
-29.292929 4.514994 4.107805 4.922182
-30.303030 4.516197 4.109484 4.922910
-31.313131 4.518795 4.112238 4.925353
-32.323232 4.541454 4.132458 4.950450
-33.333333 4.543186 4.134540 4.951831
-34.343434 4.584406 4.216347 4.952465
-35.353535 4.654737 4.234853 5.074622
-36.363636 4.811658 4.592185 5.031131
-37.373737 4.879068 4.552591 5.205545
-38.383838 4.886825 4.559888 5.213763
-39.393939 4.757798 4.314488 5.201108
-40.404040 4.724552 4.287336 5.161767
-41.414141 4.758511 4.339561 5.177461
-42.424242 4.598620 4.353636 4.843604
-43.434343 4.659495 4.443592 4.875399
-44.444444 4.684240 4.468267 4.900213
-45.454545 5.329264 4.373294 6.285233
-46.464646 8.063069 6.953935 9.172203
-47.474747 10.109866 8.469762 11.749970
-48.484848 13.961208 13.347182 14.575235
-49.494949 14.525029 14.019433 15.030625
-50.505051 15.976212 13.476824 18.475600
-51.515152 20.227525 17.533276 22.921774
-52.525253 22.178578 21.948662 22.408494
-53.535354 22.891217 22.255613 23.526821
-54.545455 21.645612 20.159893 23.131331
-55.555556 21.736050 21.021205 22.450895
-56.565657 21.416473 20.258648 22.574298
-57.575758 21.052113 20.319151 21.785075
-58.585859 21.073510 20.358331 21.788689
-59.595960 21.172522 20.488780 21.856265
-60.606061 20.835410 19.908982 21.761839
-61.616162 20.777521 19.877892 21.677151
-62.626263 20.231315 19.470134 20.992495
-63.636364 20.247583 19.141078 21.354088
-64.646465 20.499081 19.682831 21.315331
-65.656566 20.411594 19.585476 21.237711
-66.666667 21.172494 19.524374 22.820614
-67.676768 21.166072 19.523040 22.809105
-68.686869 21.166045 19.523033 22.809056
-69.696970 21.531793 20.174542 22.889043
-70.707071 20.113490 19.304676 20.922303
-71.717172 20.518906 19.817593 21.220220
-72.727273 21.076654 20.230280 21.923029
-73.737374 21.050346 20.272445 21.828246
-74.747475 19.774836 18.989604 20.560069
-75.757576 17.291336 16.287844 18.294828
-76.767677 15.259614 14.320886 16.198342
-77.777778 13.053401 12.169752 13.937050
-78.787879 12.292500 11.485758 13.099243
-79.797980 11.714216 10.931158 12.497273
-80.808081 11.698745 10.923976 12.473513
-81.818182 11.733474 10.933193 12.533755
-82.828283 11.768273 10.929143 12.607403
-83.838384 11.779420 10.928780 12.630061
-84.848485 11.788437 10.919819 12.657056
-85.858586 11.811735 10.895557 12.727913
-86.868687 11.862733 10.882537 12.842930
-87.878788 11.864846 10.882375 12.847317
-88.888889 11.864947 10.882317 12.847578
-89.898990 11.877273 10.880704 12.873841
-90.909091 11.877306 10.880700 12.873913
-91.919192 11.877306 10.880700 12.873913
-92.929293 11.900832 10.876159 12.925505
-93.939394 11.900836 10.876156 12.925516
-94.949495 11.909730 10.868699 12.950760
-95.959596 11.938350 10.824167 13.052533
-96.969697 12.236893 11.395993 13.077793
-97.979798 12.494032 11.893484 13.094581
-98.989899 12.498024 11.897580 13.098468
-100.000000 9.848879 3.508899 16.188859
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/rss.gnuplot b/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index b68efed..0000000
--- a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/XL/graph500-26/max_mem_24G_workers_4/rss.png'
-set title "wcc / graph500-26 (XL) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/wcc/XL/graph500-26/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/rss.png b/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index cd38670..0000000
Binary files a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat b/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 6bb8bbf..0000000
--- a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-751.824938 6.8706085e-06
-752.103704 9.03190887e-06
-752.382469 1.18188698e-05
-752.661235 1.53952402e-05
-752.94 1.99624231e-05
-753.218766 2.57666848e-05
-753.497532 3.31073691e-05
-753.776297 4.23461629e-05
-754.055063 5.39174392e-05
-754.333828 6.83396722e-05
-754.612594 8.62278811e-05
-754.89136 0.000108307015
-755.170125 0.000135426139
-755.448891 0.000168573204
-755.727656 0.00020889015
-756.006422 0.000257687958
-756.285188 0.000316461247
-756.563953 0.00038690189
-756.842719 0.000470911049
-757.121484 0.000570608964
-757.40025 0.00068834176
-757.679016 0.000826684469
-757.957781 0.000988439455
-758.236547 0.00117662941
-758.515312 0.00139448411
-758.794078 0.00164542015
-759.072844 0.00193301311
-759.351609 0.00226096144
-759.630375 0.00263304194
-759.90914 0.0030530566
-760.187906 0.00352477095
-760.466671 0.00405184443
-760.745437 0.00463775355
-761.024203 0.00528570897
-761.302968 0.00599856791
-761.581734 0.00677874392
-761.860499 0.007628116
-762.139265 0.00854793966
-762.418031 0.00953876253
-762.696796 0.0106003475
-762.975562 0.0117316061
-763.254327 0.0129305458
-763.533093 0.0141942325
-763.811859 0.0155187728
-764.090624 0.016899316
-764.36939 0.0183300802
-764.648155 0.0198044002
-764.926921 0.0213148011
-765.205687 0.0228530947
-765.484452 0.0244104985
-765.763218 0.0259777755
-766.041983 0.027545391
-766.320749 0.0291036838
-766.599515 0.0306430467
-766.87828 0.0321541113
-767.157046 0.0336279315
-767.435811 0.0350561616
-767.714577 0.0364312194
-767.993343 0.0377464337
-768.272108 0.0389961653
-768.550874 0.0401759019
-768.829639 0.0412823187
-769.108405 0.0423133043
-769.38717 0.043267949
-769.665936 0.0441464951
-769.944702 0.0449502496
-770.223467 0.0456814622
-770.502233 0.0463431722
-770.780998 0.0469390274
-771.059764 0.047473084
-771.33853 0.0479495914
-771.617295 0.048372772
-771.896061 0.0487466026
-772.174826 0.0490746061
-772.453592 0.0493596624
-772.732358 0.0496038445
-773.011123 0.0498082878
-773.289889 0.0499730977
-773.568654 0.0500972996
-773.84742 0.0501788347
-774.126186 0.0502146009
-774.404951 0.0502005397
-774.683717 0.0501317657
-774.962482 0.0500027343
-775.241248 0.0498074415
-775.520014 0.0495396501
-775.798779 0.0491931314
-776.077545 0.0487619173
-776.35631 0.0482405493
-776.635076 0.0476243195
-776.913841 0.0469094916
-777.192607 0.0460934952
-777.471373 0.0451750871
-777.750138 0.0441544727
-778.028904 0.0430333842
-778.307669 0.0418151133
-778.586435 0.0405044972
-778.865201 0.0391078593
-779.143966 0.0376329071
-779.422732 0.0360885919
-779.701497 0.0344849346
-779.980263 0.0328328252
-780.259029 0.0311438018
-780.537794 0.0294298184
-780.81656 0.0277030068
-781.095325 0.0259754417
-781.374091 0.0242589155
-781.652857 0.022564729
-781.931622 0.0209035024
-782.210388 0.0192850128
-782.489153 0.01771806
-782.767919 0.0162103625
-783.046685 0.0147684854
-783.32545 0.0133977998
-783.604216 0.0121024714
-783.882981 0.0108854779
-784.161747 0.00974865117
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diff --git a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index f85b31b..0000000
--- a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/XL/graph500-26/max_mem_24G_workers_4/wall_time.png'
-set title "wcc / graph500-26 (XL) — max_mem_24G workers_4\nmedian=776.355s  mean=780.043s  std=15.387s  min=768.123s  max=806.612s  p90=795.213s  p95=800.913s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.065279]
-set xrange [751.824938:822.910164]
-set grid y
-set key top right
-set arrow from 776.355293,0 to 776.355293,0.065279 nohead lc rgb 'red' lw 2
-set label 'median 776.355s' at 776.355293,0.065279 offset char 0,1 tc rgb 'red'
-set arrow from 795.213222,0 to 795.213222,0.065279 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 795.213s' at 795.213222,0.065279 offset char 0,1 tc rgb 'orange'
-set arrow from 800.912836,0 to 800.912836,0.065279 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 800.913s' at 800.912836,0.065279 offset char 0,1 tc rgb 'orange'
-set arrow from 778.114382,0 to 778.114382,0.00200858 nohead lc rgb '#666666' lw 1
-set arrow from 771.007818,0 to 771.007818,0.00200858 nohead lc rgb '#666666' lw 1
-set arrow from 776.355293,0 to 776.355293,0.00200858 nohead lc rgb '#666666' lw 1
-set arrow from 768.122654,0 to 768.122654,0.00200858 nohead lc rgb '#666666' lw 1
-set arrow from 806.612449,0 to 806.612449,0.00200858 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/wcc/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/wcc/XL/graph500-26/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/wall_time.png b/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index d66c496..0000000
Binary files a/benches/results/wcc/XL/graph500-26/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/benchmark.json b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..a81ced4
--- /dev/null
+++ b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,5685 @@
+{
+  "algorithm": "wcc",
+  "dataset": "graph500-26",
+  "size_class": "XL",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/wcc_graph500-26",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
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+    "nodes_str": "32M",
+    "edges_str": "1B"
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+  ],
+  "environment": {
+    "timestamp": "2026-09-29T16:48:07.480914+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/disk.dat b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..af7efa6
--- /dev/null
+++ b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.000000 0.000000 0.000000
+2.020202 0.000000 0.000000 0.000000
+3.030303 0.000000 0.000000 0.000000
+4.040404 0.000000 0.000000 0.000000
+5.050505 0.000000 0.000000 0.000000
+6.060606 0.000000 0.000000 0.000000
+7.070707 0.000000 0.000000 0.000000
+8.080808 0.000000 0.000000 0.000000
+9.090909 0.000000 0.000000 0.000000
+10.101010 0.000000 0.000000 0.000000
+11.111111 0.167201 0.029646 0.304756
+12.121212 2.201242 0.759611 3.642874
+13.131313 4.239652 2.230546 6.248759
+14.141414 6.801401 3.476332 10.126469
+15.151515 9.259351 4.893666 13.625035
+16.161616 10.053168 5.632941 14.473395
+17.171717 11.217404 6.740521 15.694288
+18.181818 11.477356 6.900856 16.053857
+19.191919 11.616893 7.117380 16.116406
+20.202020 11.753909 7.303069 16.204748
+21.212121 11.884241 7.454129 16.314354
+22.222222 12.023055 7.587201 16.458909
+23.232323 12.144063 7.679872 16.608254
+24.242424 12.284785 7.760877 16.808693
+25.252525 12.424921 7.814020 17.035823
+26.262626 12.544141 7.838734 17.249547
+27.272727 13.021949 8.305642 17.738257
+28.282828 14.027090 10.137396 17.916784
+29.292929 15.832796 13.826970 17.838622
+30.303030 17.403253 16.528898 18.277607
+31.313131 18.738595 17.645207 19.831982
+32.323232 22.163502 17.962724 26.364279
+33.333333 22.289073 18.676940 25.901207
+34.343434 22.498541 19.131378 25.865705
+35.353535 22.515928 19.166010 25.865845
+36.363636 22.775702 19.618636 25.932769
+37.373737 22.937858 19.833667 26.042049
+38.383838 22.943889 19.840602 26.047177
+39.393939 23.272140 20.101896 26.442384
+40.404040 23.364427 20.135638 26.593216
+41.414141 23.397084 20.143683 26.650486
+42.424242 23.686623 20.134757 27.238489
+43.434343 23.785655 20.102609 27.468701
+44.444444 23.786220 20.102388 27.470052
+45.454545 24.321590 19.844431 28.798750
+46.464646 23.965402 19.836286 28.094517
+47.474747 22.979423 20.430272 25.528574
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+49.494949 21.264476 17.096317 25.432636
+50.505051 15.655115 15.332720 15.977510
+51.515152 16.265984 16.264785 16.267183
+52.525253 16.265984 16.264785 16.267183
+53.535354 16.265984 16.264785 16.267183
+54.545455 16.265984 16.264785 16.267183
+55.555556 16.265984 16.264785 16.267183
+56.565657 16.647509 15.666684 17.628334
+57.575758 15.805542 14.621670 16.989415
+58.585859 14.244428 9.046930 19.441925
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+60.606061 15.395735 9.381104 21.410365
+61.616162 15.465301 9.397816 21.532786
+62.626263 15.465301 9.397816 21.532786
+63.636364 15.465301 9.397816 21.532786
+64.646465 15.465301 9.397816 21.532786
+65.656566 15.465301 9.397816 21.532786
+66.666667 15.465301 9.397816 21.532786
+67.676768 15.817218 9.419374 22.215062
+68.686869 16.020146 9.559869 22.480423
+69.696970 16.539669 9.800938 23.278400
+70.707071 14.336714 7.420891 21.252536
+71.717172 10.549485 3.666540 17.432430
+72.727273 8.250507 1.548983 14.952030
+73.737374 7.368020 0.325035 14.411005
+74.747475 7.368020 0.325035 14.411005
+75.757576 7.183465 0.000000 14.519449
+76.767677 9.082031 3.149501 15.014562
+77.777778 9.477816 3.800413 15.155218
+78.787879 9.735651 4.208823 15.262480
+79.797980 10.042452 4.716022 15.368883
+80.808081 6.562541 0.000000 14.492587
+81.818182 6.569132 0.000000 14.493452
+82.828283 6.840868 0.000000 15.556264
+83.838384 6.840898 0.000000 15.556268
+84.848485 8.143529 0.325173 15.961886
+85.858586 8.929297 1.641222 16.217371
+86.868687 9.458626 2.710806 16.206446
+87.878788 9.833202 3.322916 16.343487
+88.888889 9.609408 2.959704 16.259112
+89.898990 9.102525 1.824705 16.380344
+90.909091 7.285175 0.000000 16.421030
+91.919192 7.013898 0.000000 16.130552
+92.929293 7.081442 0.000000 16.200970
+93.939394 6.488660 0.000000 15.695386
+94.949495 5.715762 0.000000 15.426922
+95.959596 2.189246 0.000000 5.457077
+96.969697 1.583836 0.000000 5.239152
+97.979798 0.451810 0.287059 0.616561
+98.989899 0.470137 0.133618 0.806655
+100.000000 0.173844 0.000000 0.497439
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/disk.gnuplot b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..d65edd7
--- /dev/null
+++ b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/XL/graph500-26/max_mem_30G_workers_16/disk.png'
+set title "wcc / graph500-26 (XL) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/wcc/XL/graph500-26/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/disk.png b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..6f718b3
Binary files /dev/null and b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/rss.dat b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..3ae15e2
--- /dev/null
+++ b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.005953 0.002427 0.009480
+1.010101 0.469903 0.000000 0.960105
+2.020202 0.788710 0.000000 1.613481
+3.030303 1.194690 0.299320 2.090061
+4.040404 1.883060 1.328289 2.437830
+5.050505 2.200467 2.046032 2.354902
+6.060606 2.211910 2.064768 2.359053
+7.070707 2.220533 2.071206 2.369861
+8.080808 2.827354 2.361071 3.293637
+9.090909 3.109528 3.015323 3.203734
+10.101010 3.116872 3.021586 3.212159
+11.111111 3.258697 3.083164 3.434230
+12.121212 4.306057 4.058220 4.553894
+13.131313 4.387699 4.181880 4.593519
+14.141414 4.519510 4.340861 4.698159
+15.151515 4.585068 4.401844 4.768291
+16.161616 4.589289 4.401266 4.777312
+17.171717 4.662545 4.407391 4.917699
+18.181818 4.662526 4.407381 4.917671
+19.191919 4.662693 4.407473 4.917913
+20.202020 4.662702 4.407478 4.917926
+21.212121 4.662434 4.407330 4.917539
+22.222222 4.662436 4.407331 4.917541
+23.232323 4.662473 4.407352 4.917595
+24.242424 4.662473 4.407352 4.917595
+25.252525 4.662490 4.407361 4.917619
+26.262626 4.662321 4.407267 4.917376
+27.272727 4.662912 4.407629 4.918194
+28.282828 4.771645 4.638029 4.905261
+29.292929 4.945270 4.724394 5.166146
+30.303030 5.145011 5.002793 5.287229
+31.313131 5.179309 5.066578 5.292039
+32.323232 5.201375 5.102245 5.300506
+33.333333 5.288073 5.106504 5.469642
+34.343434 5.260852 5.145911 5.375792
+35.353535 5.262271 5.143952 5.380590
+36.363636 5.236305 5.174693 5.297918
+37.373737 5.231445 5.177811 5.285079
+38.383838 5.251385 5.158451 5.344320
+39.393939 5.248947 5.161481 5.336414
+40.404040 5.244526 5.166665 5.322388
+41.414141 5.247237 5.163539 5.330936
+42.424242 5.245938 5.165060 5.326816
+43.434343 5.245250 5.165848 5.324653
+44.444444 5.246653 5.164228 5.329078
+45.454545 5.242879 5.162286 5.323472
+46.464646 5.230397 5.154146 5.306648
+47.474747 5.241774 5.161547 5.322001
+48.484848 5.316134 5.088323 5.543944
+49.494949 5.310338 5.087146 5.533530
+50.505051 5.310961 5.087610 5.534313
+51.515152 6.246449 5.482504 7.010394
+52.525253 9.797870 8.960366 10.635374
+53.535354 14.208028 12.993215 15.422842
+54.545455 15.535592 14.964822 16.106363
+55.555556 16.175909 15.480399 16.871418
+56.565657 18.380009 17.290502 19.469516
+57.575758 19.421156 18.455374 20.386939
+58.585859 19.985340 19.309576 20.661104
+59.595960 19.977550 19.303768 20.651332
+60.606061 19.975120 19.394465 20.555774
+61.616162 19.497074 18.101855 20.892293
+62.626263 19.031035 17.393620 20.668449
+63.636364 18.917209 17.220542 20.613875
+64.646465 18.907398 17.203368 20.611429
+65.656566 19.049163 17.492974 20.605353
+66.666667 19.547397 18.407317 20.687476
+67.676768 19.811169 19.028226 20.594112
+68.686869 19.841155 19.073179 20.609131
+69.696970 19.670463 18.348502 20.992424
+70.707071 19.758016 18.367995 21.148037
+71.717172 20.186241 19.133375 21.239107
+72.727273 20.311050 19.403812 21.218288
+73.737374 20.578204 20.097251 21.059157
+74.747475 20.592232 20.130682 21.053781
+75.757576 21.892010 18.197003 25.587017
+76.767677 20.796553 19.920265 21.672840
+77.777778 20.145333 19.832478 20.458189
+78.787879 19.424162 18.871679 19.976644
+79.797980 17.842640 17.049789 18.635491
+80.808081 17.382597 16.129790 18.635404
+81.818182 17.165017 16.463757 17.866277
+82.828283 16.999028 16.552484 17.445573
+83.838384 17.034506 16.631136 17.437876
+84.848485 17.110197 16.799499 17.420895
+85.858586 17.141358 16.828696 17.454020
+86.868687 17.153448 16.849895 17.457001
+87.878788 17.157405 16.858150 17.456659
+88.888889 17.180612 16.909292 17.451933
+89.898990 17.231825 17.000595 17.463055
+90.909091 17.260752 17.033663 17.487840
+91.919192 17.266601 17.035674 17.497529
+92.929293 17.279571 17.033021 17.526120
+93.939394 17.296187 17.024908 17.567466
+94.949495 17.411194 16.909355 17.913033
+95.959596 17.637379 16.585592 18.689167
+96.969697 17.600907 16.591097 18.610718
+97.979798 17.631336 16.643689 18.618983
+98.989899 13.806903 4.929777 22.684029
+100.000000 3.446468 0.000000 12.307337
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/rss.gnuplot b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..37d68b5
--- /dev/null
+++ b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/XL/graph500-26/max_mem_30G_workers_16/rss.png'
+set title "wcc / graph500-26 (XL) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/wcc/XL/graph500-26/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/rss.png b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..6be570e
Binary files /dev/null and b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..806fdbe
--- /dev/null
+++ b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+207.181952 2.85963e-05
+207.233293 3.54911248e-05
+207.284633 4.39206817e-05
+207.335974 5.41949252e-05
+207.387315 6.66790346e-05
+207.438655 8.180165e-05
+207.489996 0.000100064009
+207.541337 0.00012205002
+207.592677 0.000148437297
+207.644018 0.000180009166
+207.695359 0.00021766762
+207.746699 0.00026244721
+207.79804 0.000315529801
+207.84938 0.000378260107
+207.900721 0.000452161885
+207.952062 0.000538954641
+208.003402 0.000640570634
+208.054743 0.000759171961
+208.106084 0.000897167422
+208.157424 0.00105722886
+208.208765 0.00124230658
+208.260106 0.00145564348
+208.311446 0.00170078739
+208.362787 0.00198160115
+208.414127 0.00230226993
+208.465468 0.00266730527
+208.516809 0.00308154518
+208.568149 0.00355014992
+208.61949 0.00407859278
+208.670831 0.00467264541
+208.722171 0.00533835729
+208.773512 0.00608202879
+208.824853 0.00691017763
+208.876193 0.00782949851
+208.927534 0.00884681561
+208.978874 0.00996902824
+209.030215 0.0112030496
+209.081556 0.012555739
+209.132896 0.0140338282
+209.184237 0.015643842
+209.235578 0.0173920146
+209.286918 0.0192842026
+209.338259 0.0213257945
+209.3896 0.0235216208
+209.44094 0.0258758627
+209.492281 0.0283919641
+209.543621 0.0310725459
+209.594962 0.0339193267
+209.646303 0.0369330495
+209.697643 0.0401134174
+209.748984 0.0434590393
+209.800325 0.0469673875
+209.851665 0.0506347683
+209.903006 0.0544563063
+209.954347 0.0584259447
+210.005687 0.0625364604
+210.057028 0.0667794962
+210.108368 0.0711456082
+210.159709 0.07562433
+210.21105 0.0802042514
+210.26239 0.0848731123
+210.313731 0.0896179089
+210.365072 0.0944250119
+210.416412 0.0992802941
+210.467753 0.104169266
+210.519094 0.109077215
+210.570434 0.113989352
+210.621775 0.118890951
+210.673115 0.123767493
+210.724456 0.128604803
+210.775797 0.133389177
+210.827137 0.138107504
+210.878478 0.142747374
+210.929819 0.147297169
+210.981159 0.151746146
+211.0325 0.156084498
+211.083841 0.160303396
+211.135181 0.164395017
+211.186522 0.168352555
+211.237862 0.172170204
+211.289203 0.175843134
+211.340544 0.179367443
+211.391884 0.1827401
+211.443225 0.185958862
+211.494566 0.189022191
+211.545906 0.191929156
+211.597247 0.194679322
+211.648588 0.197272638
+211.699928 0.199709324
+211.751269 0.20198975
+211.802609 0.204114322
+211.85395 0.206083368
+211.905291 0.207897037
+211.956631 0.209555201
+212.007972 0.211057367
+212.059313 0.212402611
+212.110653 0.213589513
+212.161994 0.214616122
+212.213335 0.215479928
+212.264675 0.216177855
+212.316016 0.216706277
+212.367356 0.217061043
+212.418697 0.21723753
+212.470038 0.217230712
+212.521378 0.217035238
+212.572719 0.216645535
+212.62406 0.216055924
+212.6754 0.215260744
+212.726741 0.214254488
+212.778082 0.21303195
+212.829422 0.211588371
+212.880763 0.209919599
+212.932104 0.208022233
+212.983444 0.205893778
+213.034785 0.203532791
+213.086125 0.200939008
+213.137466 0.198113477
+213.188807 0.195058664
+213.240147 0.191778549
+213.291488 0.188278701
+213.342829 0.184566333
+213.394169 0.180650343
+213.44551 0.176541319
+213.496851 0.172251536
+213.548191 0.167794918
+213.599532 0.163186982
+213.650872 0.158444761
+213.702213 0.153586701
+213.753554 0.148632543
+213.804894 0.143603179
+213.856235 0.138520499
+213.907576 0.133407214
+213.958916 0.128286679
+214.010257 0.123182694
+214.061598 0.1181193
+214.112938 0.113120577
+214.164279 0.10821043
+214.215619 0.103412383
+214.26696 0.0987493668
+214.318301 0.0942435209
+214.369641 0.0899159939
+214.420982 0.085786757
+214.472323 0.0818744265
+214.523663 0.0781960975
+214.575004 0.0747671915
+214.626345 0.0716013181
+214.677685 0.068710151
+214.729026 0.0661033214
+214.780366 0.063788327
+214.831707 0.0617704587
+214.883048 0.0600527448
+214.934388 0.0586359138
+214.985729 0.0575183751
+215.03707 0.0566962188
+215.08841 0.0561632349
+215.139751 0.0559109506
+215.191092 0.0559286888
+215.242432 0.0562036442
+215.293773 0.0567209801
+215.345113 0.0574639438
+215.396454 0.0584140018
+215.447795 0.0595509928
+215.499135 0.0608532989
+215.550476 0.0622980337
+215.601817 0.0638612464
+215.653157 0.0655181399
+215.704498 0.0672433017
+215.755839 0.0690109447
+215.807179 0.070795157
+215.85852 0.0725701558
+215.90986 0.0743105447
+215.961201 0.0759915696
+216.012542 0.0775893711
+216.063882 0.0790812283
+216.115223 0.0804457925
+216.166564 0.0816633055
+216.217904 0.0827158005
+216.269245 0.083587281
+216.320586 0.0842638764
+216.371926 0.08473397
+216.423267 0.0849882984
+216.474607 0.0850200202
+216.525948 0.0848247529
+216.577289 0.0844005765
+216.628629 0.0837480055
+216.67997 0.0828699286
+216.731311 0.081771517
+216.782651 0.0804601044
+216.833992 0.0789450397
+216.885333 0.0772375158
+216.936673 0.0753503775
+216.988014 0.0732979124
+217.039354 0.0710956278
+217.090695 0.0687600187
+217.142036 0.0663083299
+217.193376 0.0637583173
+217.244717 0.0611280117
+217.296058 0.0584354887
+217.347398 0.055698649
+217.398739 0.0529350124
+217.45008 0.0501615265
+217.50142 0.0473943953
+217.552761 0.0446489271
+217.604101 0.0419394046
+217.655442 0.0392789775
+217.706783 0.0366795784
+217.758123 0.0341518616
+217.809464 0.031705164
+217.860805 0.0293474885
+217.912145 0.0270855075
+217.963486 0.0249245843
+218.014827 0.0228688131
+218.066167 0.0209210727
+218.117508 0.0190830938
+218.168848 0.0173555362
+218.220189 0.0157380756
+218.27153 0.014229495
+218.32287 0.0128277817
+218.374211 0.0115302254
+218.425552 0.0103335171
+218.476892 0.00923384575
+218.528233 0.00822699307
+218.579574 0.00730842314
+218.630914 0.00647336736
+218.682255 0.00571690298
+218.733595 0.00503402508
+218.784936 0.00441971128
+218.836277 0.00386897912
+218.887617 0.00337693596
+218.938958 0.0029388215
+218.990299 0.00255004316
+219.041639 0.0022062046
+219.09298 0.00190312787
+219.144321 0.00163686958
+219.195661 0.00140373171
+219.247002 0.00120026753
+219.298342 0.00102328339
+219.349683 0.000869836655
+219.401024 0.000737230677
+219.452364 0.00062300711
+219.503705 0.000524936194
+219.555046 0.000441005436
+219.606386 0.000369407132
+219.657727 0.000308525111
+219.709068 0.000256921036
+219.760408 0.000213320562
+219.811749 0.000176599586
+219.863089 0.000145770803
+219.91443 0.000119970735
+219.965771 9.84473425e-05
+220.017111 8.05483373e-05
+220.068452 6.57102421e-05
+220.119793 5.34482463e-05
+220.171133 4.33468713e-05
+220.222474 3.50514476e-05
+220.273815 2.82603843e-05
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..99a9f92
--- /dev/null
+++ b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/XL/graph500-26/max_mem_30G_workers_16/wall_time.png'
+set title "wcc / graph500-26 (XL) — max_mem_30G workers_16\nmedian=212.808s  mean=213.145s  std=2.104s  min=210.970s  max=216.485s  p90=215.314s  p95=215.900s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.282409]
+set xrange [207.181952:220.273815]
+set grid y
+set key top right
+set arrow from 212.807721,0 to 212.807721,0.282409 nohead lc rgb 'red' lw 2
+set label 'median 212.808s' at 212.807721,0.282409 offset char 0,1 tc rgb 'red'
+set arrow from 215.314295,0 to 215.314295,0.282409 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 215.314s' at 215.314295,0.282409 offset char 0,1 tc rgb 'orange'
+set arrow from 215.899785,0 to 215.899785,0.282409 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 215.900s' at 215.899785,0.282409 offset char 0,1 tc rgb 'orange'
+set arrow from 213.557822,0 to 213.557822,0.0086895 nohead lc rgb '#666666' lw 1
+set arrow from 216.485276,0 to 216.485276,0.0086895 nohead lc rgb '#666666' lw 1
+set arrow from 212.807721,0 to 212.807721,0.0086895 nohead lc rgb '#666666' lw 1
+set arrow from 211.905843,0 to 211.905843,0.0086895 nohead lc rgb '#666666' lw 1
+set arrow from 210.970491,0 to 210.970491,0.0086895 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/wcc/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/wcc/XL/graph500-26/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/wall_time.png b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..b0c5047
Binary files /dev/null and b/benches/results/wcc/XL/graph500-26/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/benchmark.json b/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index 9d419e5..0000000
--- a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,24531 +0,0 @@
-{
-  "algorithm": "wcc",
-  "dataset": "graph500-27",
-  "size_class": "XL",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/wcc_graph500-27",
-    "undirected": true,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--seed",
-      "42"
-    ]
-  },
-  "graph": {
-    "vertices": 63000000,
-    "edges": 2000000000,
-    "nodes_str": "63M",
-    "edges_str": "2B"
-  },
-  "warmup": {
-    "wall_time_s": 1615.7745194699964,
-    "sampling_interval_s": 1.0
-  },
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-}
\ No newline at end of file
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/disk.dat b/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index b9ee69e..0000000
--- a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000000
-1.010101 0.000000 0.000000 0.000000
-2.020202 0.000000 0.000000 0.000000
-3.030303 0.000000 0.000000 0.000000
-4.040404 0.000000 0.000000 0.000000
-5.050505 0.000000 0.000000 0.000000
-6.060606 0.000000 0.000000 0.000000
-7.070707 0.000000 0.000000 0.000000
-8.080808 0.000000 0.000000 0.000000
-9.090909 0.000000 0.000000 0.000000
-10.101010 0.000000 0.000000 0.000000
-11.111111 0.000000 0.000000 0.000000
-12.121212 0.000000 0.000000 0.000000
-13.131313 1.247613 0.000000 3.462533
-14.141414 3.276150 0.000000 7.518420
-15.151515 6.018657 4.608696 7.428619
-16.161616 8.884719 6.540712 11.228726
-17.171717 11.044554 8.444066 13.645042
-18.181818 14.779358 12.102708 17.456007
-19.191919 18.810218 17.151629 20.468807
-20.202020 22.736508 21.469514 24.003502
-21.212121 26.320679 24.658528 27.982829
-22.222222 29.547431 28.076203 31.018659
-23.232323 20.779983 4.460644 37.099321
-24.242424 12.772273 0.000000 31.834632
-25.252525 1.305738 0.276362 2.335114
-26.262626 3.023245 1.690455 4.356035
-27.272727 4.027674 2.786539 5.268810
-28.282828 5.061445 3.977734 6.145155
-29.292929 5.821729 4.037218 7.606241
-30.303030 6.201276 3.560766 8.841786
-31.313131 6.388178 3.299918 9.476437
-32.323232 6.580078 3.023184 10.136971
-33.333333 6.958929 2.461289 11.456569
-34.343434 7.337830 1.887613 12.788046
-35.353535 7.801107 2.179710 13.422505
-36.363636 8.095979 1.752136 14.439821
-37.373737 8.474557 1.192546 15.756568
-38.383838 9.137478 0.913702 17.361254
-39.393939 9.176860 0.856447 17.497272
-40.404040 10.719704 1.032689 20.406719
-41.414141 12.413520 0.513600 24.313441
-42.424242 13.342237 0.015921 26.668554
-43.434343 21.109005 13.563543 28.654467
-44.444444 28.420184 27.446163 29.394206
-45.454545 30.597456 30.343581 30.851330
-46.464646 5.297640 0.000000 13.463006
-47.474747 0.602109 0.600662 0.603557
-48.484848 0.602109 0.600662 0.603557
-49.494949 1.855977 1.058895 2.653058
-50.505051 2.270312 1.982933 2.557691
-51.515152 3.094157 1.972704 4.215610
-52.525253 3.845781 2.185625 5.505936
-53.535354 4.201790 2.210089 6.193492
-54.545455 4.874184 3.752728 5.995640
-55.555556 5.586197 3.873648 7.298746
-56.565657 6.654206 5.532756 7.775655
-57.575758 7.366216 5.652467 9.079965
-58.585859 8.693245 6.754043 10.632447
-59.595960 9.049249 7.190203 10.908295
-60.606061 9.049249 7.190203 10.908295
-61.616162 9.761257 7.357204 12.165309
-62.626263 10.117253 7.604645 12.629860
-63.636364 10.117253 7.604645 12.629860
-64.646465 10.473266 7.938233 13.008299
-65.656566 10.473266 7.938233 13.008299
-66.666667 10.473266 7.938233 13.008299
-67.676768 11.897305 8.569585 15.225026
-68.686869 12.164315 8.847319 15.481310
-69.696970 13.418331 11.704672 15.131990
-70.707071 11.971668 4.874801 19.068534
-71.717172 6.544743 0.000000 15.250335
-72.727273 2.048036 0.483656 3.612416
-73.737374 2.151947 1.401620 2.902273
-74.747475 2.794426 1.354381 4.234470
-75.757576 4.179350 0.988064 7.370636
-76.767677 5.334189 0.000000 10.684672
-77.777778 5.686788 0.479397 10.894180
-78.787879 6.299127 1.115388 11.482866
-79.797980 6.299127 1.115388 11.482866
-80.808081 6.635912 1.264766 12.007057
-81.818182 5.696449 0.493183 10.899714
-82.828283 5.696449 0.493183 10.899714
-83.838384 5.696449 0.493183 10.899714
-84.848485 4.487031 2.292828 6.681234
-85.858586 5.091539 1.510521 8.672556
-86.868687 5.841916 0.411839 11.271993
-87.878788 4.057434 2.622418 5.492451
-88.888889 4.453568 2.329353 6.577783
-89.898990 4.846772 1.846985 7.846559
-90.909091 5.237741 1.302488 9.172993
-91.919192 5.617589 0.746804 10.488374
-92.929293 5.894535 0.332752 11.456318
-93.939394 4.057434 2.622418 5.492451
-94.949495 4.057434 2.622418 5.492451
-95.959596 4.196846 3.037663 5.356030
-96.969697 5.000216 0.000000 11.198684
-97.979798 1.822547 0.000000 3.999437
-98.989899 0.736334 0.273436 1.199231
-100.000000 0.344408 0.000000 0.755380
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/disk.gnuplot b/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index ebe210a..0000000
--- a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/XL/graph500-27/max_mem_24G_workers_4/disk.png'
-set title "wcc / graph500-27 (XL) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/wcc/XL/graph500-27/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/disk.png b/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index 69380ad..0000000
Binary files a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/rss.dat b/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index 74c90a8..0000000
--- a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.146620 0.000000 0.471321
-1.010101 1.291344 1.058526 1.524162
-2.020202 1.688530 1.602334 1.774727
-3.030303 2.799984 2.720331 2.879638
-4.040404 3.376414 3.272306 3.480522
-5.050505 4.195586 3.722655 4.668517
-6.060606 5.007447 4.263236 5.751658
-7.070707 5.459177 5.259321 5.659033
-8.080808 5.473564 5.267912 5.679217
-9.090909 5.485801 5.275298 5.696303
-10.101010 6.256781 5.576729 6.936833
-11.111111 6.684514 6.450592 6.918435
-12.121212 6.696173 6.461831 6.930516
-13.131313 7.025438 6.506997 7.543879
-14.141414 7.428810 6.661073 8.196547
-15.151515 8.113560 7.562344 8.664775
-16.161616 8.113619 7.562394 8.664845
-17.171717 8.150117 7.639383 8.660851
-18.181818 7.476532 7.289084 7.663980
-19.191919 6.048339 4.650940 7.445737
-20.202020 3.248964 3.044658 3.453269
-21.212121 3.158351 3.015515 3.301188
-22.222222 3.223065 3.047450 3.398681
-23.232323 3.124236 3.055933 3.192538
-24.242424 3.704780 3.116706 4.292853
-25.252525 4.126879 3.473083 4.780674
-26.262626 4.737453 4.369695 5.105212
-27.272727 4.962785 4.793108 5.132462
-28.282828 4.969497 4.800075 5.138920
-29.292929 4.971665 4.797996 5.145335
-30.303030 5.020413 4.862252 5.178575
-31.313131 5.022511 4.862828 5.182194
-32.323232 5.010704 4.857295 5.164114
-33.333333 4.972269 4.799337 5.145201
-34.343434 5.002788 4.850309 5.155266
-35.353535 5.020468 4.862285 5.178652
-36.363636 5.013260 4.858999 5.167522
-37.373737 4.962146 4.775568 5.148724
-38.383838 4.976348 4.808378 5.144318
-39.393939 4.977908 4.811591 5.144226
-40.404040 4.885662 4.738697 5.032626
-41.414141 4.938110 4.810552 5.065669
-42.424242 4.945269 4.831202 5.059336
-43.434343 4.970191 4.705427 5.234954
-44.444444 5.042049 4.939632 5.144466
-45.454545 5.049879 4.948826 5.150931
-46.464646 5.585614 4.947263 6.223966
-47.474747 9.972276 9.706734 10.237818
-48.484848 14.441593 13.785529 15.097657
-49.494949 14.633747 13.925140 15.342355
-50.505051 15.984865 14.434855 17.534875
-51.515152 16.590168 15.076252 18.104085
-52.525253 16.150075 14.622607 17.677542
-53.535354 15.199930 13.308906 17.090954
-54.545455 14.605407 13.784372 15.426442
-55.555556 14.626131 14.095125 15.157137
-56.565657 14.028156 13.043069 15.013243
-57.575758 14.156074 13.069604 15.242544
-58.585859 13.032842 11.501030 14.564653
-59.595960 13.386167 11.659619 15.112715
-60.606061 13.992469 12.650394 15.334543
-61.616162 13.321454 11.905880 14.737027
-62.626263 13.392983 12.281167 14.504799
-63.636364 13.773199 12.493036 15.053362
-64.646465 13.761835 12.497290 15.026379
-65.656566 14.174856 13.164589 15.185123
-66.666667 14.476599 13.946411 15.006788
-67.676768 14.256749 13.687452 14.826046
-68.686869 13.952143 12.798032 15.106254
-69.696970 13.810603 12.694124 14.927081
-70.707071 13.266889 11.855935 14.677843
-71.717172 13.375876 12.213446 14.538306
-72.727273 12.145702 11.217918 13.073485
-73.737374 10.798814 8.940754 12.656874
-74.747475 10.216737 8.737238 11.696236
-75.757576 8.969287 7.808880 10.129693
-76.767677 8.961693 7.784947 10.138438
-77.777778 9.036908 7.933814 10.140002
-78.787879 9.194330 8.132977 10.255683
-79.797980 9.198939 8.134883 10.262995
-80.808081 9.223079 8.128658 10.317500
-81.818182 9.297918 8.172837 10.422998
-82.828283 9.316920 8.172924 10.460917
-83.838384 9.322525 8.172613 10.472437
-84.848485 9.368606 8.162935 10.574277
-85.858586 9.428376 8.125837 10.730915
-86.868687 9.428390 8.125836 10.730943
-87.878788 9.437106 8.125083 10.749130
-88.888889 9.459620 8.121710 10.797530
-89.898990 9.399617 8.126020 10.673213
-90.909091 9.402830 8.126180 10.679479
-91.919192 9.402830 8.126180 10.679479
-92.929293 9.403171 8.126194 10.680147
-93.939394 9.406008 8.126292 10.685723
-94.949495 9.412565 8.126383 10.698746
-95.959596 9.223404 7.595584 10.851224
-96.969697 9.607282 8.476421 10.738143
-97.979798 9.669438 8.627941 10.710935
-98.989899 9.669865 8.629082 10.710648
-100.000000 5.432875 0.000000 11.143647
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/rss.gnuplot b/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index b503fbb..0000000
--- a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/XL/graph500-27/max_mem_24G_workers_4/rss.png'
-set title "wcc / graph500-27 (XL) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/wcc/XL/graph500-27/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/rss.png b/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index 34a9256..0000000
Binary files a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/wall_time.dat b/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index cb2bf1e..0000000
--- a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-1523.81646 3.94388399e-06
-1524.35343 4.66119274e-06
-1524.89041 5.49943017e-06
-1525.42739 6.47718383e-06
-1525.96437 7.61557787e-06
-1526.50134 8.93856556e-06
-1527.03832 1.0473247e-05
-1527.5753 1.22502132e-05
-1528.11227 1.43039169e-05
-1528.64925 1.66730704e-05
-1529.18623 1.94010723e-05
-1529.72321 2.25364598e-05
-1530.26018 2.61333901e-05
-1530.79716 3.02521467e-05
-1531.33414 3.4959671e-05
-1531.87112 4.03301174e-05
-1532.40809 4.64454285e-05
-1532.94507 5.33959283e-05
-1533.48205 6.12809294e-05
-1534.01903 7.02093492e-05
-1534.556 8.03003311e-05
-1535.09298 9.16838635e-05
-1535.62996 0.00010450139
-1536.16694 0.000118906406
-1536.70391 0.000135065024
-1537.24089 0.000153156515
-1537.77787 0.000173373794
-1538.31485 0.000195923862
-1538.85182 0.000221028171
-1539.3888 0.000248922915
-1539.92578 0.000279859229
-1540.46276 0.000314103281
-1540.99973 0.000351936245
-1541.53671 0.000393654139
-1542.07369 0.000439567523
-1542.61066 0.000490001027
-1543.14764 0.000545292714
-1543.68462 0.000605793255
-1544.2216 0.000671864899
-1544.75857 0.000743880251
-1545.29555 0.000822220819
-1545.83253 0.000907275343
-1546.36951 0.000999437901
-1546.90648 0.00109910578
-1547.44346 0.00120667709
-1547.98044 0.00132254823
-1548.51742 0.00144711103
-1549.05439 0.00158074972
-1549.59137 0.00172383775
-1550.12835 0.00187673434
-1550.66533 0.00203978093
-1551.2023 0.00221329744
-1551.73928 0.00239757845
-1552.27626 0.00259288929
-1552.81324 0.00279946206
-1553.35021 0.00301749169
-1553.88719 0.00324713194
-1554.42417 0.00348849155
-1554.96114 0.00374163047
-1555.49812 0.00400655628
-1556.0351 0.00428322079
-1556.57208 0.0045715169
-1557.10905 0.0048712758
-1557.64603 0.00518226452
-1558.18301 0.00550418382
-1558.71999 0.00583666668
-1559.25696 0.00617927709
-1559.79394 0.00653150951
-1560.33092 0.00689278887
-1560.8679 0.00726247109
-1561.40487 0.00763984432
-1561.94185 0.00802413074
-1562.47883 0.00841448907
-1563.01581 0.00881001767
-1563.55278 0.00920975831
-1564.08976 0.00961270063
-1564.62674 0.0100177871
-1565.16372 0.0104239188
-1565.70069 0.0108299614
-1566.23767 0.0112347521
-1566.77465 0.0116371064
-1567.31163 0.0120358263
-1567.8486 0.0124297077
-1568.38558 0.0128175489
-1568.92256 0.0131981587
-1569.45953 0.0135703655
-1569.99651 0.0139330253
-1570.53349 0.0142850306
-1571.07047 0.0146253186
-1571.60744 0.0149528798
-1572.14442 0.0152667655
-1572.6814 0.0155660955
-1573.21838 0.0158500652
-1573.75535 0.0161179522
-1574.29233 0.0163691222
-1574.82931 0.0166030338
-1575.36629 0.0168192438
-1575.90326 0.0170174102
-1576.44024 0.0171972953
-1576.97722 0.0173587678
-1577.5142 0.0175018033
-1578.05117 0.0176264851
-1578.58815 0.0177330028
-1579.12513 0.0178216507
-1579.66211 0.0178928249
-1580.19908 0.0179470198
-1580.73606 0.0179848233
-1581.27304 0.0180069113
-1581.81002 0.0180140417
-1582.34699 0.0180070471
-1582.88397 0.017986827
-1583.42095 0.0179543395
-1583.95792 0.0179105924
-1584.4949 0.0178566335
-1585.03188 0.0177935412
-1585.56886 0.0177224138
-1586.10583 0.0176443598
-1586.64281 0.0175604871
-1587.17979 0.0174718926
-1587.71677 0.0173796519
-1588.25374 0.0172848095
-1588.79072 0.0171883685
-1589.3277 0.0170912817
-1589.86468 0.0169944423
-1590.40165 0.016898676
-1590.93863 0.0168047329
-1591.47561 0.0167132814
-1592.01259 0.0166249013
-1592.54956 0.0165400795
-1593.08654 0.0164592054
-1593.62352 0.0163825676
-1594.1605 0.0163103525
-1594.69747 0.0162426425
-1595.23445 0.0161794165
-1595.77143 0.0161205509
-1596.3084 0.016065822
-1596.84538 0.0160149088
-1597.38236 0.0159673979
-1597.91934 0.0159227883
-1598.45631 0.015880498
-1598.99329 0.0158398708
-1599.53027 0.0158001842
-1600.06725 0.0157606581
-1600.60422 0.0157204638
-1601.1412 0.0156787337
-1601.67818 0.0156345715
-1602.21516 0.0155870623
-1602.75213 0.0155352834
-1603.28911 0.0154783146
-1603.82609 0.0154152489
-1604.36307 0.0153452025
-1604.90004 0.0152673252
-1605.43702 0.0151808097
-1605.974 0.0150849005
-1606.51098 0.0149789029
-1607.04795 0.0148621901
-1607.58493 0.0147342105
-1608.12191 0.0145944935
-1608.65889 0.014442655
-1609.19586 0.0142784011
-1609.73284 0.0141015314
-1610.26982 0.0139119415
-1610.80679 0.0137096232
-1611.34377 0.0134946655
-1611.88075 0.0132672528
-1612.41773 0.0130276636
-1612.9547 0.0127762669
-1613.49168 0.0125135189
-1614.02866 0.0122399579
-1614.56564 0.0119561994
-1615.10261 0.0116629295
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diff --git a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index eb13be0..0000000
--- a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/XL/graph500-27/max_mem_24G_workers_4/wall_time.png'
-set title "wcc / graph500-27 (XL) — max_mem_24G workers_4\nmedian=1587.515s  mean=1591.145s  std=16.735s  min=1575.244s  max=1609.318s  p90=1608.789s  p95=1609.053s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:0.0234183]
-set xrange [1523.816456:1660.745693]
-set grid y
-set key top right
-set arrow from 1587.515193,0 to 1587.515193,0.0234183 nohead lc rgb 'red' lw 2
-set label 'median 1587.515s' at 1587.515193,0.0234183 offset char 0,1 tc rgb 'red'
-set arrow from 1608.788795,0 to 1608.788795,0.0234183 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 1608.789s' at 1608.788795,0.0234183 offset char 0,1 tc rgb 'orange'
-set arrow from 1609.053435,0 to 1609.053435,0.0234183 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 1609.053s' at 1609.053435,0.0234183 offset char 0,1 tc rgb 'orange'
-set arrow from 1607.994876,0 to 1607.994876,0.000720562 nohead lc rgb '#666666' lw 1
-set arrow from 1587.515193,0 to 1587.515193,0.000720562 nohead lc rgb '#666666' lw 1
-set arrow from 1575.651741,0 to 1575.651741,0.000720562 nohead lc rgb '#666666' lw 1
-set arrow from 1609.318074,0 to 1609.318074,0.000720562 nohead lc rgb '#666666' lw 1
-set arrow from 1575.244074,0 to 1575.244074,0.000720562 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/wcc/XL/graph500-27/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/wcc/XL/graph500-27/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/wall_time.png b/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index 2843531..0000000
Binary files a/benches/results/wcc/XL/graph500-27/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/benchmark.json b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..06b3dc4
--- /dev/null
+++ b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,8361 @@
+{
+  "algorithm": "wcc",
+  "dataset": "graph500-27",
+  "size_class": "XL",
+  "params": {
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+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/wcc_graph500-27",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
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+    "align": "dtw",
+    "disk_mode": "du",
+    "cli_args": [
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+      ]
+    }
+  ],
+  "environment": {
+    "timestamp": "2026-09-29T18:46:08.682401+00:00",
+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
+    "python": "3.14.4",
+    "cpu_count": 16,
+    "gnuplot": true,
+    "git_commit": "b4da56dabe20bba8e29563e06acc5179b2113ce3"
+  }
+}
\ No newline at end of file
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/disk.dat b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..f96f59d
--- /dev/null
+++ b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000000
+1.010101 0.000000 0.000000 0.000000
+2.020202 0.000000 0.000000 0.000000
+3.030303 0.000000 0.000000 0.000000
+4.040404 0.000000 0.000000 0.000000
+5.050505 0.000000 0.000000 0.000000
+6.060606 0.000000 0.000000 0.000000
+7.070707 0.000000 0.000000 0.000000
+8.080808 0.000000 0.000000 0.000000
+9.090909 0.000000 0.000000 0.000000
+10.101010 0.000000 0.000000 0.000000
+11.111111 1.110194 0.000000 2.408750
+12.121212 5.099979 1.906572 8.293385
+13.131313 8.050437 6.245141 9.855733
+14.141414 9.464359 8.026804 10.901914
+15.151515 10.972098 9.526859 12.417338
+16.161616 12.923244 12.611713 13.234775
+17.171717 14.926079 12.917801 16.934357
+18.181818 15.846104 14.623068 17.069140
+19.191919 17.534637 16.592245 18.477029
+20.202020 19.243761 18.503840 19.983682
+21.212121 20.460784 20.291571 20.629998
+22.222222 22.002971 21.794647 22.211295
+23.232323 23.543267 23.334714 23.751821
+24.242424 25.094847 24.880169 25.309526
+25.252525 26.683318 26.485621 26.881015
+26.262626 28.239143 28.024587 28.453698
+27.272727 29.831929 29.658379 30.005480
+28.282828 31.522306 31.145621 31.898992
+29.292929 32.944873 32.298424 33.591322
+30.303030 34.954336 33.351176 36.557496
+31.313131 41.142938 33.402205 48.883672
+32.323232 46.984663 32.313076 61.656250
+33.333333 48.026113 34.449264 61.602961
+34.343434 48.814908 36.095404 61.534412
+35.353535 49.583250 37.632799 61.533701
+36.363636 50.121856 38.665175 61.578537
+37.373737 50.499872 39.364179 61.635564
+38.383838 50.907467 40.057735 61.757199
+39.393939 51.681561 41.359951 62.003170
+40.404040 52.298259 42.322032 62.274487
+41.414141 52.835767 43.085469 62.586066
+42.424242 53.220900 43.519685 62.922115
+43.434343 53.618320 43.862086 63.374554
+44.444444 54.418925 45.499120 63.338731
+45.454545 55.214451 46.878999 63.549904
+46.464646 58.314810 54.513765 62.115854
+47.474747 55.523383 43.926986 67.119781
+48.484848 40.669152 34.639443 46.698861
+49.494949 32.543153 32.484705 32.601601
+50.505051 32.618778 32.618198 32.619358
+51.515152 32.618778 32.618198 32.619358
+52.525253 34.067438 33.137697 34.997178
+53.535354 35.467140 34.185929 36.748351
+54.545455 36.283555 33.723819 38.843292
+55.555556 37.880317 35.760383 40.000250
+56.565657 37.908605 35.816397 40.000814
+57.575758 37.908605 35.816397 40.000814
+58.585859 38.315344 36.358235 40.272453
+59.595960 38.722433 37.068113 40.376754
+60.606061 39.129361 37.171807 41.086915
+61.616162 39.943190 37.275454 42.610926
+62.626263 39.943190 37.275454 42.610926
+63.636364 39.943190 37.275454 42.610926
+64.646465 40.757030 37.448314 44.065747
+65.656566 40.787516 37.447049 44.127984
+66.666667 38.080968 31.684073 44.477864
+67.676768 38.473723 31.534937 45.412510
+68.686869 37.120777 31.165500 43.076055
+69.696970 32.886826 18.410289 47.363363
+70.707071 23.795830 7.873878 39.717783
+71.717172 26.979434 10.117174 43.841694
+72.727273 16.972191 16.633266 17.311116
+73.737374 17.862925 17.587913 18.137937
+74.747475 18.659781 18.216874 19.102688
+75.757576 13.668856 6.784060 20.553653
+76.767677 7.823535 0.000000 16.830955
+77.777778 7.264384 0.000000 15.918867
+78.787879 7.264384 0.000000 15.918867
+79.797980 7.264384 0.000000 15.918867
+80.808081 7.264384 0.000000 15.918867
+81.818182 7.665687 0.000000 16.189635
+82.828283 9.451868 1.047231 17.856505
+83.838384 10.230686 1.581593 18.879779
+84.848485 11.672268 4.693351 18.651184
+85.858586 13.853804 4.949116 22.758492
+86.868687 14.199905 5.182184 23.217626
+87.878788 13.472347 3.659296 23.285397
+88.888889 12.659050 0.370663 24.947436
+89.898990 13.216507 0.275906 26.157109
+90.909091 13.207844 0.276327 26.139360
+91.919192 10.333788 0.000372 20.667204
+92.929293 9.437991 0.413209 18.462774
+93.939394 9.945726 0.441654 19.449798
+94.949495 6.275905 0.000000 13.435931
+95.959596 0.961485 0.690643 1.232328
+96.969697 0.639246 0.328986 0.949506
+97.979798 0.473562 0.068511 0.878613
+98.989899 0.286558 0.000000 0.594106
+100.000000 0.091972 0.091820 0.092123
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/disk.gnuplot b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..4cce639
--- /dev/null
+++ b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/XL/graph500-27/max_mem_30G_workers_16/disk.png'
+set title "wcc / graph500-27 (XL) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/wcc/XL/graph500-27/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/disk.png b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..5f4fcbc
Binary files /dev/null and b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/rss.dat b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..59a3704
--- /dev/null
+++ b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.006534 0.002211 0.010857
+1.010101 1.582972 1.560632 1.605313
+2.020202 2.382430 2.359181 2.405679
+3.030303 3.430318 3.372144 3.488493
+4.040404 4.436408 4.347602 4.525213
+5.050505 4.482616 4.396850 4.568383
+6.060606 4.502280 4.416558 4.588001
+7.070707 4.520814 4.435591 4.606037
+8.080808 6.038910 5.896480 6.181340
+9.090909 6.047826 5.905193 6.190460
+10.101010 6.055834 5.913141 6.198526
+11.111111 6.500855 6.275157 6.726552
+12.121212 6.961569 6.644451 7.278688
+13.131313 7.295389 7.064356 7.526423
+14.141414 7.393201 7.240880 7.545523
+15.151515 7.393834 7.239157 7.548510
+16.161616 7.393597 7.239819 7.547375
+17.171717 7.370097 7.220971 7.519224
+18.181818 7.313359 7.118569 7.508149
+19.191919 7.230394 6.993143 7.467644
+20.202020 7.035127 6.823261 7.246992
+21.212121 6.766481 6.566445 6.966516
+22.222222 5.640453 5.446737 5.834169
+23.232323 4.564990 4.458880 4.671099
+24.242424 4.628152 4.498888 4.757416
+25.252525 4.630369 4.505615 4.755123
+26.262626 4.622377 4.499015 4.745740
+27.272727 4.573556 4.466557 4.680556
+28.282828 4.560513 4.450969 4.670056
+29.292929 5.128272 4.321111 5.935432
+30.303030 6.069470 5.745910 6.393030
+31.313131 6.476431 6.011467 6.941396
+32.323232 6.562182 5.904911 7.219453
+33.333333 6.560531 5.911257 7.209805
+34.343434 6.563443 5.910160 7.216726
+35.353535 6.561606 5.910879 7.212333
+36.363636 6.556603 5.912673 7.200533
+37.373737 6.486727 5.934709 7.038745
+38.383838 6.441118 5.941763 6.940473
+39.393939 6.407498 5.942011 6.872986
+40.404040 6.409455 5.948624 6.870287
+41.414141 6.392680 5.950447 6.834913
+42.424242 6.385291 5.952149 6.818433
+43.434343 6.378947 5.953088 6.804805
+44.444444 6.370089 5.951608 6.788571
+45.454545 6.353318 5.952000 6.754636
+46.464646 6.245197 5.922755 6.567639
+47.474747 6.231336 5.918817 6.543856
+48.484848 6.235566 5.917757 6.553376
+49.494949 6.589235 5.752381 7.426090
+50.505051 11.495961 9.837356 13.154565
+51.515152 16.412827 16.141771 16.683884
+52.525253 16.565041 16.402676 16.727407
+53.535354 17.077066 16.455754 17.698378
+54.545455 17.422269 16.500489 18.344048
+55.555556 16.788339 16.141609 17.435069
+56.565657 15.491551 13.945924 17.037179
+57.575758 15.981252 14.369648 17.592855
+58.585859 16.654433 16.298536 17.010330
+59.595960 16.595245 16.327121 16.863369
+60.606061 16.401205 15.408697 17.393713
+61.616162 16.742607 16.383305 17.101908
+62.626263 16.541550 16.024070 17.059031
+63.636364 16.788712 16.373238 17.204186
+64.646465 16.645355 16.364637 16.926073
+65.656566 16.749370 16.383342 17.115397
+66.666667 16.689965 16.370559 17.009370
+67.676768 16.319272 15.484610 17.153933
+68.686869 16.685547 16.241666 17.129427
+69.696970 16.440619 15.701267 17.179971
+70.707071 16.823469 16.317289 17.329650
+71.717172 16.766272 16.137398 17.395147
+72.727273 16.635554 16.340466 16.930643
+73.737374 14.475411 13.831977 15.118846
+74.747475 11.860629 11.657951 12.063307
+75.757576 11.577712 10.348310 12.807114
+76.767677 11.505028 10.422489 12.587566
+77.777778 11.718280 10.841194 12.595366
+78.787879 11.828283 11.104827 12.551740
+79.797980 11.907181 11.286785 12.527576
+80.808081 11.916221 11.307921 12.524521
+81.818182 11.963240 11.413760 12.512720
+82.828283 12.031801 11.559083 12.504518
+83.838384 12.042717 11.580668 12.504766
+84.848485 12.125153 11.669490 12.580815
+85.858586 11.996592 11.486872 12.506311
+86.868687 12.019506 11.504231 12.534782
+87.878788 11.987810 11.387423 12.588197
+88.888889 11.948039 11.297735 12.598343
+89.898990 11.769120 10.894056 12.644185
+90.909091 11.770816 10.897849 12.643783
+91.919192 11.759010 10.868899 12.649122
+92.929293 11.768129 10.881191 12.655066
+93.939394 11.785293 10.907773 12.662812
+94.949495 11.939324 11.134866 12.743782
+95.959596 12.047350 11.413584 12.681115
+96.969697 12.052078 11.422246 12.681911
+97.979798 7.031430 0.000000 14.418516
+98.989899 4.598214 0.000000 11.837833
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/rss.gnuplot b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..5c3dddb
--- /dev/null
+++ b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/XL/graph500-27/max_mem_30G_workers_16/rss.png'
+set title "wcc / graph500-27 (XL) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/wcc/XL/graph500-27/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/rss.png b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..0d9a5a7
Binary files /dev/null and b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..00d81be
--- /dev/null
+++ b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+478.376775 6.51898493e-05
+478.407724 8.77080602e-05
+478.438674 0.000117355926
+478.469623 0.00015616328
+478.500573 0.000206663508
+478.531522 0.000271995967
+478.562472 0.00035602294
+478.593422 0.000463461504
+478.624371 0.000600030215
+478.655321 0.000772609861
+478.68627 0.000989416813
+478.71722 0.00126018653
+478.748169 0.00159636381
+478.779119 0.00201129519
+478.810068 0.00252041764
+478.841018 0.00314143668
+478.871968 0.00389448551
+478.902917 0.00480225595
+478.933867 0.00589009094
+478.964816 0.00718602796
+478.995766 0.00872078211
+479.026715 0.0105276584
+479.057665 0.0126423831
+479.088614 0.0151028455
+479.119564 0.0179487446
+479.150514 0.021221135
+479.181463 0.0249618738
+479.212413 0.0292129704
+479.243362 0.0340158472
+479.274312 0.0394105231
+479.305261 0.0454347366
+479.336211 0.0521230287
+479.36716 0.0595058091
+479.39811 0.0676084346
+479.429059 0.0764503263
+479.460009 0.0860441569
+479.490959 0.0963951357
+479.521908 0.107500418
+479.552858 0.119348663
+479.583807 0.131919753
+479.614757 0.145184696
+479.645706 0.159105705
+479.676656 0.173636454
+479.707605 0.188722515
+479.738555 0.204301932
+479.769505 0.220305941
+479.800454 0.236659782
+479.831404 0.253283592
+479.862353 0.270093339
+479.893303 0.287001772
+479.924252 0.30391935
+479.955202 0.320755147
+479.986151 0.337417698
+480.017101 0.353815783
+480.048051 0.369859148
+480.079 0.385459168
+480.10995 0.400529448
+480.140899 0.414986394
+480.171849 0.428749757
+480.202798 0.441743165
+480.233748 0.453894659
+480.264697 0.465137251
+480.295647 0.475409484
+480.326596 0.484656019
+480.357546 0.492828213
+480.388496 0.499884691
+480.419445 0.505791869
+480.450395 0.510524412
+480.481344 0.514065595
+480.512294 0.516407529
+480.543243 0.51755123
+480.574193 0.517506508
+480.605142 0.51629167
+480.636092 0.513933016
+480.667042 0.510464157
+480.697991 0.505925164
+480.728941 0.500361584
+480.75989 0.493823355
+480.79084 0.486363684
+480.821789 0.47803793
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diff --git a/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..8372a26
--- /dev/null
+++ b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/XL/graph500-27/max_mem_30G_workers_16/wall_time.png'
+set title "wcc / graph500-27 (XL) — max_mem_30G workers_16\nmedian=480.691s  mean=481.399s  std=1.843s  min=480.034s  max=484.611s  p90=483.243s  p95=483.927s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:0.672817]
+set xrange [478.376775:486.268910]
+set grid y
+set key top right
+set arrow from 480.690524,0 to 480.690524,0.672817 nohead lc rgb 'red' lw 2
+set label 'median 480.691s' at 480.690524,0.672817 offset char 0,1 tc rgb 'red'
+set arrow from 483.243040,0 to 483.243040,0.672817 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 483.243s' at 483.243040,0.672817 offset char 0,1 tc rgb 'orange'
+set arrow from 483.927134,0 to 483.927134,0.672817 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 483.927s' at 483.927134,0.672817 offset char 0,1 tc rgb 'orange'
+set arrow from 480.034457,0 to 480.034457,0.020702 nohead lc rgb '#666666' lw 1
+set arrow from 480.467931,0 to 480.467931,0.020702 nohead lc rgb '#666666' lw 1
+set arrow from 481.190758,0 to 481.190758,0.020702 nohead lc rgb '#666666' lw 1
+set arrow from 484.611228,0 to 484.611228,0.020702 nohead lc rgb '#666666' lw 1
+set arrow from 480.690524,0 to 480.690524,0.020702 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/wcc/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/wcc/XL/graph500-27/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/wall_time.png b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..5e9fe97
Binary files /dev/null and b/benches/results/wcc/XL/graph500-27/max_mem_30G_workers_16/wall_time.png differ
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/benchmark.json b/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/benchmark.json
deleted file mode 100644
index 1c4a39d..0000000
--- a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/benchmark.json
+++ /dev/null
@@ -1,5262 +0,0 @@
-{
-  "algorithm": "wcc",
-  "dataset": "cit-Patents",
-  "size_class": "XS",
-  "params": {
-    "max_memory": "24G",
-    "num_workers": 4,
-    "checkpoint_dir": "/home/ubuntu/nvm/gf_workdir/wcc_cit-Patents",
-    "undirected": false,
-    "weighted": false,
-    "runs": 5,
-    "warmup": 1,
-    "target_samples": 300,
-    "align": "dtw",
-    "disk_mode": "du",
-    "cli_args": [
-      "--seed",
-      "42"
-    ]
-  },
-  "graph": {
-    "vertices": 3000000,
-    "edges": 16000000,
-    "nodes_str": "3M",
-    "edges_str": "16M"
-  },
-  "warmup": {
-    "wall_time_s": 16.057602897002653,
-    "sampling_interval_s": 0.05352534299000884
-  },
-  "monitor": {
-    "disk_mode": "du",
-    "target_samples": 300
-  },
-  "runs": [
-    {
-      "index": 0,
-      "wall_time_s": 16.571362267997756,
-      "peak_rss_kb": 1632984,
-      "peak_disk_bytes": 228501504.0,
-      "returncode": 0,
-      "n_samples": 295
-    },
-    {
-      "index": 1,
-      "wall_time_s": 16.61847959699662,
-      "peak_rss_kb": 1498048,
-      "peak_disk_bytes": 215665664.0,
-      "returncode": 0,
-      "n_samples": 283
-    },
-    {
-      "index": 2,
-      "wall_time_s": 16.752260297995235,
-      "peak_rss_kb": 1679616,
-      "peak_disk_bytes": 186772480.0,
-      "returncode": 0,
-      "n_samples": 274
-    },
-    {
-      "index": 3,
-      "wall_time_s": 16.53767385899846,
-      "peak_rss_kb": 1579652,
-      "peak_disk_bytes": 196436992.0,
-      "returncode": 0,
-      "n_samples": 263
-    },
-    {
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-      "wall_time_s": 16.42813188600121,
-      "peak_rss_kb": 1589412,
-      "peak_disk_bytes": 186085376.0,
-      "returncode": 0,
-      "n_samples": 249
-    }
-  ],
-  "stats": {
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-      "median": 16.571362267997756,
-      "mean": 16.581581581597856,
-      "std": 0.11839744436056297,
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-      "p90": 16.69874801759579,
-      "p95": 16.725504157795513
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-      "p90": 1660963.2,
-      "p95": 1670289.6
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-      "max": 228501504.0,
-      "p90": 223367168.0,
-      "p95": 225934336.0
-    },
-    "medges_per_sec": 0.9655211044959678
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-  "series": {
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-    }
-  ],
-  "environment": {
-    "timestamp": "2026-08-21T19:06:44.317544+00:00",
-    "platform": "Linux-7.0.0-1010-aws-x86_64-with-glibc2.43",
-    "python": "3.14.4",
-    "cpu_count": 4,
-    "gnuplot": true,
-    "git_commit": "763ac3ae9b884957eb9f2408e21cf3b1639c8483"
-  }
-}
\ No newline at end of file
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/disk.dat b/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/disk.dat
deleted file mode 100644
index fac41aa..0000000
--- a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/disk.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.000000 0.000000 0.000001
-1.010101 0.000000 0.000000 0.000001
-2.020202 0.000000 0.000000 0.000001
-3.030303 0.000000 0.000000 0.000001
-4.040404 0.000000 0.000000 0.000001
-5.050505 0.000000 0.000000 0.000001
-6.060606 0.000000 0.000000 0.000001
-7.070707 0.000000 0.000000 0.000001
-8.080808 0.000000 0.000000 0.000001
-9.090909 0.000000 0.000000 0.000001
-10.101010 0.000000 0.000000 0.000001
-11.111111 0.000000 0.000000 0.000001
-12.121212 0.001415 0.000000 0.005052
-13.131313 0.029091 0.010188 0.047993
-14.141414 0.030256 0.010809 0.049704
-15.151515 0.037832 0.037699 0.037965
-16.161616 0.037832 0.037699 0.037965
-17.171717 0.037832 0.037699 0.037965
-18.181818 0.037832 0.037699 0.037965
-19.191919 0.037832 0.037699 0.037965
-20.202020 0.037832 0.037699 0.037965
-21.212121 0.037832 0.037699 0.037965
-22.222222 0.037832 0.037699 0.037965
-23.232323 0.037832 0.037699 0.037965
-24.242424 0.037832 0.037699 0.037965
-25.252525 0.037832 0.037699 0.037965
-26.262626 0.037832 0.037699 0.037965
-27.272727 0.037832 0.037699 0.037965
-28.282828 0.037832 0.037699 0.037965
-29.292929 0.037832 0.037699 0.037965
-30.303030 0.037832 0.037699 0.037965
-31.313131 0.037832 0.037699 0.037965
-32.323232 0.037832 0.037699 0.037965
-33.333333 0.037832 0.037699 0.037965
-34.343434 0.037832 0.037699 0.037965
-35.353535 0.037832 0.037699 0.037965
-36.363636 0.060857 0.001714 0.120001
-37.373737 0.060857 0.001714 0.120001
-38.383838 0.076430 0.022394 0.130466
-39.393939 0.086927 0.026342 0.147512
-40.404040 0.091469 0.024784 0.158155
-41.414141 0.091469 0.024784 0.158155
-42.424242 0.091469 0.024784 0.158155
-43.434343 0.091469 0.024784 0.158155
-44.444444 0.099334 0.032466 0.166203
-45.454545 0.106667 0.034343 0.178990
-46.464646 0.106667 0.034343 0.178990
-47.474747 0.110794 0.033523 0.188066
-48.484848 0.110794 0.033523 0.188066
-49.494949 0.110794 0.033523 0.188066
-50.505051 0.114921 0.033379 0.196463
-51.515152 0.114921 0.033379 0.196463
-52.525253 0.114921 0.033379 0.196463
-53.535354 0.114921 0.033379 0.196463
-54.545455 0.114921 0.033379 0.196463
-55.555556 0.114921 0.033379 0.196463
-56.565657 0.114921 0.033379 0.196463
-57.575758 0.119338 0.034245 0.204432
-58.585859 0.127277 0.053103 0.201451
-59.595960 0.167346 0.156612 0.178079
-60.606061 0.173281 0.172822 0.173741
-61.616162 0.173281 0.172822 0.173741
-62.626263 0.173281 0.172822 0.173741
-63.636364 0.146859 0.105095 0.188624
-64.646465 0.123693 0.045458 0.201929
-65.656566 0.108659 0.036897 0.180420
-66.666667 0.089442 0.006963 0.171921
-67.676768 0.069385 0.022369 0.116401
-68.686869 0.069385 0.022369 0.116401
-69.696970 0.069385 0.022369 0.116401
-70.707071 0.072045 0.025009 0.119081
-71.717172 0.072045 0.025009 0.119081
-72.727273 0.073730 0.024957 0.122503
-73.737374 0.068214 0.023856 0.112571
-74.747475 0.068214 0.023856 0.112571
-75.757576 0.068214 0.023856 0.112571
-76.767677 0.068214 0.023856 0.112571
-77.777778 0.066786 0.022892 0.110680
-78.787879 0.066872 0.022958 0.110786
-79.797980 0.065176 0.023688 0.106664
-80.808081 0.060429 0.023660 0.097199
-81.818182 0.056610 0.019632 0.093587
-82.828283 0.049682 0.006606 0.092759
-83.838384 0.048193 0.006005 0.090380
-84.848485 0.048067 0.006003 0.090131
-85.858586 0.048023 0.006002 0.090044
-86.868687 0.048186 0.006005 0.090367
-87.878788 0.046233 0.005725 0.086741
-88.888889 0.043364 0.004259 0.082469
-89.898990 0.043364 0.004259 0.082469
-90.909091 0.043364 0.004259 0.082469
-91.919192 0.031788 0.000591 0.062984
-92.929293 0.014029 0.011519 0.016540
-93.939394 0.014029 0.011519 0.016540
-94.949495 0.014029 0.011519 0.016540
-95.959596 0.017951 0.017938 0.017964
-96.969697 0.017951 0.017938 0.017964
-97.979798 0.017951 0.017938 0.017964
-98.989899 0.016477 0.014080 0.018873
-100.000000 0.005161 0.005145 0.005177
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/disk.gnuplot b/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/disk.gnuplot
deleted file mode 100644
index ac9a134..0000000
--- a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/disk.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/disk.png'
-set title "wcc / cit-Patents (XS) — max_mem_24G workers_4 — disk usage"
-set xlabel 'fraction of run (%)'
-set ylabel 'disk consumed (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/disk.png b/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/disk.png
deleted file mode 100644
index 5974b80..0000000
Binary files a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/disk.png and /dev/null differ
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/rss.dat b/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/rss.dat
deleted file mode 100644
index 1eb2ecc..0000000
--- a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/rss.dat
+++ /dev/null
@@ -1,101 +0,0 @@
-# fraction_pct mean ci_low ci_high
-0.000000 0.058289 0.000000 0.137994
-1.010101 0.179787 0.139369 0.220206
-2.020202 0.214122 0.194474 0.233771
-3.030303 0.250916 0.223431 0.278400
-4.040404 0.310625 0.265131 0.356120
-5.050505 0.372345 0.358420 0.386270
-6.060606 0.387186 0.383770 0.390602
-7.070707 0.389175 0.385224 0.393126
-8.080808 0.399884 0.384164 0.415604
-9.090909 0.455206 0.396127 0.514285
-10.101010 0.505688 0.495261 0.516115
-11.111111 0.511016 0.496121 0.525911
-12.121212 0.517231 0.504468 0.529994
-13.131313 0.528816 0.521764 0.535869
-14.141414 0.546609 0.525600 0.567619
-15.151515 0.564966 0.560098 0.569833
-16.161616 0.598042 0.585939 0.610145
-17.171717 0.603527 0.590283 0.616771
-18.181818 0.615343 0.597110 0.633576
-19.191919 0.630872 0.614055 0.647688
-20.202020 0.655883 0.645485 0.666281
-21.212121 0.686927 0.674763 0.699091
-22.222222 0.701388 0.695105 0.707671
-23.232323 0.712253 0.700781 0.723725
-24.242424 0.719864 0.706812 0.732916
-25.252525 0.741130 0.735177 0.747083
-26.262626 0.789447 0.760566 0.818328
-27.272727 0.831731 0.809654 0.853808
-28.282828 0.894854 0.837537 0.952171
-29.292929 1.001603 0.971200 1.032005
-30.303030 1.017655 0.992014 1.043296
-31.313131 1.025200 0.996072 1.054329
-32.323232 1.035849 0.997252 1.074447
-33.333333 1.232063 1.074211 1.389915
-34.343434 1.316649 1.271628 1.361669
-35.353535 1.354069 1.307299 1.400839
-36.363636 1.366105 1.332104 1.400106
-37.373737 1.373859 1.337320 1.410398
-38.383838 1.373510 1.336780 1.410240
-39.393939 1.372853 1.336307 1.409399
-40.404040 1.372060 1.335632 1.408487
-41.414141 1.372188 1.335748 1.408627
-42.424242 1.372237 1.335792 1.408681
-43.434343 1.372260 1.335813 1.408706
-44.444444 1.376232 1.334042 1.418422
-45.454545 1.376409 1.333432 1.419387
-46.464646 1.378148 1.337255 1.419041
-47.474747 1.378759 1.338578 1.418939
-48.484848 1.380480 1.337838 1.423122
-49.494949 1.381818 1.338783 1.424854
-50.505051 1.380961 1.338307 1.423615
-51.515152 1.380985 1.338325 1.423646
-52.525253 1.380985 1.338325 1.423646
-53.535354 1.381035 1.338362 1.423709
-54.545455 1.381270 1.338562 1.423977
-55.555556 1.381270 1.338562 1.423977
-56.565657 1.387093 1.333090 1.441096
-57.575758 1.391170 1.338582 1.443758
-58.585859 1.393697 1.342842 1.444552
-59.595960 1.395621 1.343978 1.447264
-60.606061 1.429095 1.339042 1.519147
-61.616162 1.448125 1.369911 1.526340
-62.626263 1.485768 1.442064 1.529471
-63.636364 1.498794 1.442921 1.554666
-64.646465 1.517352 1.446552 1.588152
-65.656566 1.518395 1.443789 1.593002
-66.666667 1.514602 1.442825 1.586380
-67.676768 1.514235 1.442765 1.585706
-68.686869 1.514734 1.443319 1.586148
-69.696970 1.514805 1.443318 1.586293
-70.707071 1.515375 1.442917 1.587832
-71.717172 1.515974 1.443014 1.588934
-72.727273 1.515837 1.442756 1.588918
-73.737374 1.515237 1.443236 1.587238
-74.747475 1.515240 1.443237 1.587244
-75.757576 1.515407 1.443273 1.587542
-76.767677 1.515435 1.443253 1.587616
-77.777778 1.515874 1.442907 1.588841
-78.787879 1.516540 1.442364 1.590717
-79.797980 1.517122 1.442463 1.591780
-80.808081 1.516796 1.442191 1.591401
-81.818182 1.516561 1.442675 1.590448
-82.828283 1.517091 1.442279 1.591902
-83.838384 1.518306 1.442102 1.594509
-84.848485 1.518370 1.442114 1.594625
-85.858586 1.518394 1.442119 1.594669
-86.868687 1.517944 1.442029 1.593859
-87.878788 1.518286 1.442099 1.594473
-88.888889 1.517918 1.442023 1.593812
-89.898990 1.518375 1.442115 1.594635
-90.909091 1.518375 1.442115 1.594635
-91.919192 1.518847 1.443103 1.594590
-92.929293 1.519279 1.443671 1.594888
-93.939394 1.520944 1.446548 1.595340
-94.949495 1.520954 1.446559 1.595349
-95.959596 1.518178 1.443418 1.592938
-96.969697 1.519793 1.445166 1.594420
-97.979798 1.519866 1.445235 1.594498
-98.989899 1.519451 1.445321 1.593581
-100.000000 0.118082 0.000000 0.421672
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/rss.gnuplot b/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/rss.gnuplot
deleted file mode 100644
index cf8bd49..0000000
--- a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/rss.gnuplot
+++ /dev/null
@@ -1,10 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/rss.png'
-set title "wcc / cit-Patents (XS) — max_mem_24G workers_4 — RSS"
-set xlabel 'fraction of run (%)'
-set ylabel 'RSS (GiB)'
-set grid
-set key top left
-set yrange [0:*]
-plot '/home/ubuntu/nvm/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
-     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/rss.png b/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/rss.png
deleted file mode 100644
index fc8f210..0000000
Binary files a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/rss.png and /dev/null differ
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat b/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat
deleted file mode 100644
index 33ec45b..0000000
--- a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat
+++ /dev/null
@@ -1,257 +0,0 @@
-# time_s density
-16.2428174 0.00057775346
-16.245542 0.000729715431
-16.2482665 0.000918464863
-16.2509911 0.00115204544
-16.2537156 0.00144004058
-16.2564401 0.00179381609
-16.2591647 0.00222678956
-16.2618892 0.00275472674
-16.2646138 0.00339606486
-16.2673383 0.00417226174
-16.2700628 0.00510816893
-16.2727874 0.00623242579
-16.2755119 0.00757787023
-16.2782364 0.00918196056
-16.280961 0.0110872011
-16.2836855 0.013341563
-16.2864101 0.0159988889
-16.2891346 0.01911927
-16.2918591 0.0227693809
-16.2945837 0.0270227558
-16.2973082 0.0319599893
-16.3000328 0.0376688424
-16.3027573 0.0442442345
-16.3054818 0.0517880994
-16.3082064 0.0604090868
-16.3109309 0.0702220869
-16.3136554 0.0813475603
-16.31638 0.0939106565
-16.3191045 0.108040105
-16.3218291 0.12386687
-16.3245536 0.141522564
-16.3272781 0.161137613
-16.3300027 0.18283919
-16.3327272 0.20674892
-16.3354518 0.232980384
-16.3381763 0.261636445
-16.3409008 0.292806437
-16.3436254 0.326563271
-16.3463499 0.362960489
-16.3490744 0.402029361
-16.351799 0.443776068
-16.3545235 0.488179056
-16.3572481 0.535186643
-16.3599726 0.584714959
-16.3626971 0.636646293
-16.3654217 0.690827948
-16.3681462 0.74707165
-16.3708708 0.805153607
-16.3735953 0.864815262
-16.3763198 0.925764784
-16.3790444 0.98767934
-16.3817689 1.05020815
-16.3844934 1.11297634
-16.387218 1.17558953
-16.3899425 1.23763915
-16.3926671 1.29870841
-16.3953916 1.35837883
-16.3981161 1.41623718
-16.4008407 1.47188285
-16.4035652 1.52493525
-16.4062898 1.57504142
-16.4090143 1.62188337
-16.4117388 1.66518518
-16.4144634 1.70471966
-16.4171879 1.74031431
-16.4199124 1.77185658
-16.422637 1.79929809
-16.4253615 1.82265788
-16.4280861 1.84202447
-16.4308106 1.8575566
-16.4335351 1.86948275
-16.4362597 1.87809929
-16.4389842 1.88376722
-16.4417087 1.88690772
-16.4444333 1.88799637
-16.4471578 1.88755624
-16.4498824 1.88614993
-16.4526069 1.88437074
-16.4553314 1.88283306
-16.458056 1.88216229
-16.4607805 1.88298429
-16.4635051 1.88591475
-16.4662296 1.89154863
-16.4689541 1.90044978
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diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/wall_time.gnuplot b/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/wall_time.gnuplot
deleted file mode 100644
index e1c72d2..0000000
--- a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/wall_time.gnuplot
+++ /dev/null
@@ -1,23 +0,0 @@
-set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
-set output '/home/ubuntu/nvm/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png'
-set title "wcc / cit-Patents (XS) — max_mem_24G workers_4\nmedian=16.571s  mean=16.582s  std=0.118s  min=16.428s  max=16.752s  p90=16.699s  p95=16.726s  runs=5"
-set xlabel 'wall time (s)'
-set ylabel 'probability density (1/s)'
-set tmargin 5
-set yrange [0:5.31295]
-set xrange [16.242817:16.937575]
-set grid y
-set key top right
-set arrow from 16.571362,0 to 16.571362,5.31295 nohead lc rgb 'red' lw 2
-set label 'median 16.571s' at 16.571362,5.31295 offset char 0,1 tc rgb 'red'
-set arrow from 16.698748,0 to 16.698748,5.31295 nohead lc rgb 'orange' lw 1 dt 2
-set label 'p90 16.699s' at 16.698748,5.31295 offset char 0,1 tc rgb 'orange'
-set arrow from 16.725504,0 to 16.725504,5.31295 nohead lc rgb 'orange' lw 1 dt 3
-set label 'p95 16.726s' at 16.725504,5.31295 offset char 0,1 tc rgb 'orange'
-set arrow from 16.571362,0 to 16.571362,0.163475 nohead lc rgb '#666666' lw 1
-set arrow from 16.618480,0 to 16.618480,0.163475 nohead lc rgb '#666666' lw 1
-set arrow from 16.752260,0 to 16.752260,0.163475 nohead lc rgb '#666666' lw 1
-set arrow from 16.537674,0 to 16.537674,0.163475 nohead lc rgb '#666666' lw 1
-set arrow from 16.428132,0 to 16.428132,0.163475 nohead lc rgb '#666666' lw 1
-plot '/home/ubuntu/nvm/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
-     '/home/ubuntu/nvm/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png b/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png
deleted file mode 100644
index 60053e1..0000000
Binary files a/benches/results/wcc/XS/cit-Patents/max_mem_24G_workers_4/wall_time.png and /dev/null differ
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json
new file mode 100644
index 0000000..dcf21a1
--- /dev/null
+++ b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/benchmark.json
@@ -0,0 +1,4086 @@
+{
+  "algorithm": "wcc",
+  "dataset": "cit-Patents",
+  "size_class": "XS",
+  "params": {
+    "max_memory": "30G",
+    "num_workers": 16,
+    "checkpoint_dir": "/home/ubuntu/nvm/gfwd/wcc_cit-Patents",
+    "undirected": false,
+    "weighted": false,
+    "runs": 5,
+    "warmup": 1,
+    "target_samples": 300,
+    "align": "dtw",
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+    "platform": "Linux-7.0.0-1006-aws-x86_64-with-glibc2.43",
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+  }
+}
\ No newline at end of file
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/disk.dat b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/disk.dat
new file mode 100644
index 0000000..c121d12
--- /dev/null
+++ b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/disk.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.000000 0.000000 0.000001
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+3.030303 0.000000 0.000000 0.000001
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diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot
new file mode 100644
index 0000000..42d0c38
--- /dev/null
+++ b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/disk.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/XS/cit-Patents/max_mem_30G_workers_16/disk.png'
+set title "wcc / cit-Patents (XS) — max_mem_30G workers_16 — disk usage"
+set xlabel 'fraction of run (%)'
+set ylabel 'disk consumed (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/wcc/XS/cit-Patents/max_mem_30G_workers_16/disk.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/disk.png b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/disk.png
new file mode 100644
index 0000000..00b522d
Binary files /dev/null and b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/disk.png differ
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/rss.dat b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/rss.dat
new file mode 100644
index 0000000..640be21
--- /dev/null
+++ b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/rss.dat
@@ -0,0 +1,101 @@
+# fraction_pct mean ci_low ci_high
+0.000000 0.029401 0.000000 0.089953
+1.010101 0.210993 0.157825 0.264162
+2.020202 0.299031 0.265786 0.332276
+3.030303 0.357854 0.334656 0.381052
+4.040404 0.400037 0.372400 0.427674
+5.050505 0.446613 0.436679 0.456547
+6.060606 0.450783 0.441058 0.460508
+7.070707 0.489604 0.432772 0.546436
+8.080808 0.543270 0.495586 0.590953
+9.090909 0.586927 0.577861 0.595992
+10.101010 0.593800 0.585266 0.602333
+11.111111 0.604868 0.589842 0.619894
+12.121212 0.620684 0.604121 0.637247
+13.131313 0.650227 0.625499 0.674956
+14.141414 0.674993 0.653809 0.696177
+15.151515 0.693858 0.687164 0.700551
+16.161616 0.698410 0.691578 0.705242
+17.171717 0.702530 0.693917 0.711143
+18.181818 0.713511 0.694693 0.732328
+19.191919 0.728303 0.715919 0.740688
+20.202020 0.748684 0.741330 0.756037
+21.212121 0.758520 0.747794 0.769246
+22.222222 0.770648 0.760995 0.780301
+23.232323 0.812549 0.794007 0.831090
+24.242424 0.899148 0.840585 0.957710
+25.252525 0.967301 0.954525 0.980078
+26.262626 1.000281 0.971080 1.029482
+27.272727 1.134728 1.020777 1.248678
+28.282828 1.266590 1.247283 1.285897
+29.292929 1.298757 1.270738 1.326776
+30.303030 1.304005 1.278594 1.329417
+31.313131 1.312988 1.289991 1.335985
+32.323232 1.315694 1.296221 1.335167
+33.333333 1.320594 1.301458 1.339730
+34.343434 1.325823 1.310422 1.341224
+35.353535 1.328056 1.311163 1.344950
+36.363636 1.331169 1.311835 1.350503
+37.373737 1.333076 1.314729 1.351424
+38.383838 1.335997 1.315960 1.356035
+39.393939 1.337935 1.317546 1.358324
+40.404040 1.343485 1.326831 1.360140
+41.414141 1.345779 1.330161 1.361396
+42.424242 1.347057 1.330038 1.364076
+43.434343 1.350510 1.332617 1.368404
+44.444444 1.351163 1.333105 1.369221
+45.454545 1.351564 1.332964 1.370164
+46.464646 1.352000 1.333312 1.370687
+47.474747 1.352085 1.333265 1.370906
+48.484848 1.352930 1.334988 1.370871
+49.494949 1.353576 1.335388 1.371765
+50.505051 1.353798 1.335419 1.372177
+51.515152 1.357665 1.339913 1.375416
+52.525253 1.369581 1.346618 1.392545
+53.535354 1.390567 1.368334 1.412800
+54.545455 1.413377 1.382556 1.444199
+55.555556 1.436616 1.419983 1.453250
+56.565657 1.439555 1.423154 1.455956
+57.575758 1.442761 1.426493 1.459028
+58.585859 1.442427 1.426515 1.458339
+59.595960 1.442654 1.426550 1.458759
+60.606061 1.442850 1.426758 1.458943
+61.616162 1.442856 1.426758 1.458954
+62.626263 1.442944 1.426842 1.459046
+63.636364 1.442996 1.426849 1.459143
+64.646465 1.443244 1.426866 1.459621
+65.656566 1.443263 1.426866 1.459659
+66.666667 1.443663 1.427225 1.460102
+67.676768 1.443677 1.427225 1.460128
+68.686869 1.443594 1.427217 1.459970
+69.696970 1.443653 1.427264 1.460042
+70.707071 1.443749 1.427266 1.460232
+71.717172 1.444712 1.427582 1.461842
+72.727273 1.445059 1.427753 1.462364
+73.737374 1.445376 1.427943 1.462810
+74.747475 1.445755 1.429114 1.462396
+75.757576 1.446368 1.429248 1.463488
+76.767677 1.446557 1.429251 1.463863
+77.777778 1.446955 1.429487 1.464422
+78.787879 1.447255 1.429708 1.464801
+79.797980 1.447310 1.429710 1.464910
+80.808081 1.447508 1.429811 1.465204
+81.818182 1.447531 1.429810 1.465252
+82.828283 1.447769 1.429855 1.465682
+83.838384 1.447986 1.429948 1.466023
+84.848485 1.447869 1.428527 1.467210
+85.858586 1.447945 1.428252 1.467637
+86.868687 1.448193 1.428367 1.468020
+87.878788 1.448287 1.428477 1.468097
+88.888889 1.448600 1.428973 1.468228
+89.898990 1.448646 1.429014 1.468279
+90.909091 1.448626 1.429012 1.468239
+91.919192 1.448660 1.429019 1.468301
+92.929293 1.448689 1.429113 1.468266
+93.939394 1.453144 1.436039 1.470249
+94.949495 1.454634 1.437227 1.472041
+95.959596 1.454634 1.437227 1.472041
+96.969697 1.454634 1.437227 1.472041
+97.979798 0.047103 0.000000 0.168206
+98.989899 0.000000 0.000000 0.000000
+100.000000 0.000000 0.000000 0.000000
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot
new file mode 100644
index 0000000..d247c06
--- /dev/null
+++ b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/rss.gnuplot
@@ -0,0 +1,10 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/XS/cit-Patents/max_mem_30G_workers_16/rss.png'
+set title "wcc / cit-Patents (XS) — max_mem_30G workers_16 — RSS"
+set xlabel 'fraction of run (%)'
+set ylabel 'RSS (GiB)'
+set grid
+set key top left
+set yrange [0:*]
+plot '/home/ubuntu/nvm/gfrs/wcc/XS/cit-Patents/max_mem_30G_workers_16/rss.dat' using 1:3:4 with filledcurves lc rgb '#cccccc' title '95% CI', \
+     '' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'mean'
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/rss.png b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/rss.png
new file mode 100644
index 0000000..9c0fbad
Binary files /dev/null and b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/rss.png differ
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat
new file mode 100644
index 0000000..ee0a279
--- /dev/null
+++ b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat
@@ -0,0 +1,257 @@
+# time_s density
+4.68795172 0.00692141225
+4.68813677 0.00824649214
+4.68832182 0.00980748216
+4.68850686 0.0116428769
+4.68869191 0.0137967997
+4.68887696 0.0163197113
+4.68906201 0.0192691894
+4.68924705 0.0227107828
+4.6894321 0.0267189433
+4.68961715 0.0313780406
+4.6898022 0.0367834615
+4.68998724 0.0430427972
+4.69017229 0.0502771202
+4.69035734 0.0586223509
+4.69054238 0.0682307158
+4.69072743 0.0792722952
+4.69091248 0.091936657
+4.69109753 0.106434576
+4.69128257 0.122999827
+4.69146762 0.141891058
+4.69165267 0.163393709
+4.69183772 0.187821999
+4.69202276 0.215520937
+4.69220781 0.246868356
+4.69239286 0.282276954
+4.6925779 0.322196308
+4.69276295 0.367114851
+4.692948 0.417561774
+4.69313305 0.474108832
+4.69331809 0.537372014
+4.69350314 0.608013054
+4.69368819 0.686740727
+4.69387324 0.774311916
+4.69405828 0.871532382
+4.69424333 0.979257212
+4.69442838 1.0983909
+4.69461342 1.22988699
+4.69479847 1.37474732
+4.69498352 1.53402065
+4.69516857 1.70880084
+4.69535361 1.9002244
+4.69553866 2.10946741
+4.69572371 2.33774175
+4.69590876 2.58629066
+4.6960938 2.85638357
+4.69627885 3.14931014
+4.6964639 3.46637362
+4.69664894 3.80888336
+4.69683399 4.17814658
+4.69701904 4.57545941
+4.69720409 5.00209715
+4.69738913 5.45930387
+4.69757418 5.94828129
+4.69775923 6.47017715
+4.69794428 7.02607296
+4.69812932 7.61697129
+4.69831437 8.24378278
+4.69849942 8.90731276
+4.69868446 9.60824783
+4.69886951 10.3471424
+4.69905456 11.1244051
+4.69923961 11.9402861
+4.69942465 12.7948639
+4.6996097 13.6880334
+4.69979475 14.6194948
+4.6999798 15.5887424
+4.70016484 16.5950558
+4.70034989 17.6374914
+4.70053494 18.7148756
+4.70071998 19.8257996
+4.70090503 20.9686161
+4.70109008 22.1414372
+4.70127513 23.342135
+4.70146017 24.568344
+4.70164522 25.8174656
+4.70183027 27.086675
+4.70201532 28.3729303
+4.70220036 29.6729842
+4.70238541 30.9833977
+4.70257046 32.3005563
+4.7027555 33.6206884
+4.70294055 34.939886
+4.7031256 36.2541274
+4.70331065 37.5593017
+4.70349569 38.8512353
+4.70368074 40.1257198
+4.70386579 41.3785409
+4.70405084 42.6055093
+4.70423588 43.8024912
+4.70442093 44.9654402
+4.70460598 46.0904292
+4.70479102 47.1736815
+4.70497607 48.2116022
+4.70516112 49.2008087
+4.70534617 50.1381591
+4.70553121 51.0207805
+4.70571626 51.8460939
+4.70590131 52.6118381
+4.70608636 53.3160904
+4.7062714 53.9572847
+4.70645645 54.5342264
+4.7066415 55.0461041
+4.70682654 55.4924978
+4.70701159 55.8733834
+4.70719664 56.189133
+4.70738169 56.4405121
+4.70756673 56.628672
+4.70775178 56.7551392
+4.70793683 56.8217998
+4.70812188 56.8308815
+4.70830692 56.7849311
+4.70849197 56.6867885
+4.70867702 56.5395589
+4.70886206 56.3465802
+4.70904711 56.1113899
+4.70923216 55.8376884
+4.70941721 55.5293012
+4.70960225 55.1901402
+4.7097873 54.8241634
+4.70997235 54.4353343
+4.71015739 54.0275824
+4.71034244 53.6047629
+4.71052749 53.1706184
+4.71071254 52.7287419
+4.71089758 52.2825411
+4.71108263 51.8352062
+4.71126768 51.3896796
+4.71145273 50.9486287
+4.71163777 50.5144228
+4.71182282 50.089113
+4.71200787 49.6744161
+4.71219291 49.2717032
+4.71237796 48.8819915
+4.71256301 48.5059411
+4.71274806 48.1438562
+4.7129331 47.7956894
+4.71311815 47.4610516
+4.7133032 47.1392249
+4.71348825 46.8291793
+4.71367329 46.5295935
+4.71385834 46.2388781
+4.71404339 45.9552024
+4.71422843 45.6765233
+4.71441348 45.4006165
+4.71459853 45.125109
+4.71478358 44.8475135
+4.71496862 44.5652632
+4.71515367 44.275747
+4.71533872 43.9763447
+4.71552377 43.6644616
+4.71570881 43.3375627
+4.71589386 42.9932045
+4.71607891 42.629066
+4.71626395 42.2429776
+4.716449 41.8329473
+4.71663405 41.3971841
+4.7168191 40.9341195
+4.71700414 40.4424246
+4.71718919 39.9210252
+4.71737424 39.3691132
+4.71755929 38.7861542
+4.71774433 38.1718923
+4.71792938 37.5263517
+4.71811443 36.8498346
+4.71829947 36.1429158
+4.71848452 35.4064357
+4.71866957 34.6414883
+4.71885462 33.8494091
+4.71903966 33.0317583
+4.71922471 32.190304
+4.71940976 31.3270023
+4.71959481 30.4439764
+4.71977985 29.5434945
+4.7199649 28.6279466
+4.72014995 27.6998211
+4.72033499 26.7616811
+4.72052004 25.81614
+4.72070509 24.8658384
+4.72089014 23.9134209
+4.72107518 22.9615139
+4.72126023 22.0127046
+4.72144528 21.0695205
+4.72163033 20.1344113
+4.72181537 19.2097319
+4.72200042 18.2977263
+4.72218547 17.4005147
+4.72237051 16.5200813
+4.72255556 15.6582644
+4.72274061 14.8167483
+4.72292566 13.9970569
+4.7231107 13.2005495
+4.72329575 12.4284179
+4.7234808 11.681686
+4.72366585 10.9612096
+4.72385089 10.2676793
+4.72403594 9.60162404
+4.72422099 8.96341551
+4.72440603 8.35327455
+4.72459108 7.77127798
+4.72477613 7.21736649
+4.72496118 6.6913532
+4.72514622 6.19293279
+4.72533127 5.72169109
+4.72551632 5.27711498
+4.72570137 4.85860241
+4.72588641 4.46547255
+4.72607146 4.09697587
+4.72625651 3.75230399
+4.72644155 3.4305994
+4.7266266 3.13096478
+4.72681165 2.85247192
+4.7269967 2.59417024
+4.72718174 2.35509471
+4.72736679 2.13427331
+4.72755184 1.93073387
+4.72773689 1.74351033
+4.72792193 1.57164839
+4.72810698 1.41421053
+4.72829203 1.27028049
+4.72847707 1.13896708
+4.72866212 1.01940748
+4.72884717 0.910769976
+4.72903222 0.812256124
+4.72921726 0.723102494
+4.72940231 0.642581909
+4.72958736 0.57000427
+4.72977241 0.504716994
+4.72995745 0.446105104
+4.7301425 0.393590999
+4.73032755 0.346633949
+4.73051259 0.304729351
+4.73069764 0.267407774
+4.73088269 0.234233836
+4.73106774 0.204804935
+4.73125278 0.178749864
+4.73143783 0.155727348
+4.73162288 0.135424512
+4.73180793 0.117555314
+4.73199297 0.101858957
+4.73217802 0.0880983045
+4.73236307 0.0760583058
+4.73254811 0.0655444507
+4.73273316 0.0563812654
+4.73291821 0.0484108551
+4.73310326 0.041491504
+4.7332883 0.0354963377
+4.73347335 0.0303120513
+4.7336584 0.0258377083
+4.73384345 0.0219836108
+4.73402849 0.018670241
+4.73421354 0.0158272766
+4.73439859 0.0133926753
+4.73458363 0.0113118305
+4.73476868 0.00953679342
+4.73495373 0.00802555979
+4.73513878 0.00674141894
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot
new file mode 100644
index 0000000..66cfa1e
--- /dev/null
+++ b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/wall_time.gnuplot
@@ -0,0 +1,23 @@
+set terminal pngcairo size 1400,700 enhanced font 'Sans,11'
+set output '/home/ubuntu/nvm/gfrs/wcc/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png'
+set title "wcc / cit-Patents (XS) — max_mem_30G workers_16\nmedian=4.709s  mean=4.711s  std=0.006s  min=4.705s  max=4.718s  p90=4.717s  p95=4.718s  runs=5"
+set xlabel 'wall time (s)'
+set ylabel 'probability density (1/s)'
+set tmargin 5
+set yrange [0:73.8801]
+set xrange [4.687952:4.735139]
+set grid y
+set key top right
+set arrow from 4.708698,0 to 4.708698,73.8801 nohead lc rgb 'red' lw 2
+set label 'median 4.709s' at 4.708698,73.8801 offset char 0,1 tc rgb 'red'
+set arrow from 4.717041,0 to 4.717041,73.8801 nohead lc rgb 'orange' lw 1 dt 2
+set label 'p90 4.717s' at 4.717041,73.8801 offset char 0,1 tc rgb 'orange'
+set arrow from 4.717555,0 to 4.717555,73.8801 nohead lc rgb 'orange' lw 1 dt 3
+set label 'p95 4.718s' at 4.717555,73.8801 offset char 0,1 tc rgb 'orange'
+set arrow from 4.715497,0 to 4.715497,2.27324 nohead lc rgb '#666666' lw 1
+set arrow from 4.718070,0 to 4.718070,2.27324 nohead lc rgb '#666666' lw 1
+set arrow from 4.707514,0 to 4.707514,2.27324 nohead lc rgb '#666666' lw 1
+set arrow from 4.708698,0 to 4.708698,2.27324 nohead lc rgb '#666666' lw 1
+set arrow from 4.705021,0 to 4.705021,2.27324 nohead lc rgb '#666666' lw 1
+plot '/home/ubuntu/nvm/gfrs/wcc/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat' using 1:2 with filledcurves y=0 lc rgb '#4682b4' fs transparent solid 0.25 title 'kernel density', \
+     '/home/ubuntu/nvm/gfrs/wcc/XS/cit-Patents/max_mem_30G_workers_16/wall_time.dat' using 1:2 with lines lw 2 lc rgb '#4682b4' title 'KDE (runs)'
diff --git a/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png
new file mode 100644
index 0000000..dfb31e5
Binary files /dev/null and b/benches/results/wcc/XS/cit-Patents/max_mem_30G_workers_16/wall_time.png differ