Pith Number

pith:GFFRXU2J

pith:2018:GFFRXU2JXNNKQYKMRYSFK4JRI5

not attested not anchored not stored refs pending

Learning Scheduling Algorithms for Data Processing Clusters

Hongzi Mao, Malte Schwarzkopf, Mohammad Alizadeh, Shaileshh Bojja Venkatakrishnan, Zili Meng

arxiv:1810.01963 v4 · 2018-10-03 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GFFRXU2JXNNKQYKMRYSFK4JRI5}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

3 papers in Pith

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Receipt and verification

First computed	2026-07-04T23:59:05.233405Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

314b1bd349bb5aa8614c8e245571314746023e205fe55ad0002bf8b2630be74e

Aliases

arxiv: 1810.01963 · arxiv_version: 1810.01963v4 · doi: 10.48550/arxiv.1810.01963 · pith_short_12: GFFRXU2JXNNK · pith_short_16: GFFRXU2JXNNKQYKM · pith_short_8: GFFRXU2J

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/GFFRXU2JXNNKQYKMRYSFK4JRI5 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 314b1bd349bb5aa8614c8e245571314746023e205fe55ad0002bf8b2630be74e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "71026bc5fd4721de8be59a06577e4f2ae65150169d399c33b7de7e20aaf98640",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-03T20:43:31Z",
    "title_canon_sha256": "457bb029f2887faf446e895bd80c29e5e9b0d34d15cf94d52920ef3d01767f44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.01963",
    "kind": "arxiv",
    "version": 4
  }
}