Pith Number

pith:YKQPOQ3X

pith:2019:YKQPOQ3XV5GMVRKJHIFSPP7FE2

not attested not anchored not stored refs pending

Data Centers Job Scheduling with Deep Reinforcement Learning

Fang Jin, Sisheng Liang, Yong Chen, Zhou Yang

arxiv:1909.07820 v2 · 2019-09-16 · cs.OS · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YKQPOQ3XV5GMVRKJHIFSPP7FE2}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T00:44:40.141837Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2a0f74377af4ccac5493a0b27bfe5269e26f0f39c7a3be32f7b84e52579fad5

Aliases

arxiv: 1909.07820 · arxiv_version: 1909.07820v2 · doi: 10.48550/arxiv.1909.07820 · pith_short_12: YKQPOQ3XV5GM · pith_short_16: YKQPOQ3XV5GMVRKJ · pith_short_8: YKQPOQ3X

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/YKQPOQ3XV5GMVRKJHIFSPP7FE2 \
  | 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: c2a0f74377af4ccac5493a0b27bfe5269e26f0f39c7a3be32f7b84e52579fad5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e61f5cb08656f2332f9dc8bcbd71613976bb95e0faa38070b0ea6fb0f4d11af",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.OS",
    "submitted_at": "2019-09-16T02:09:58Z",
    "title_canon_sha256": "06ebe83bbb788b2ca56000157b47dc72103cfee891a16c8cc26a081399cb8ef4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.07820",
    "kind": "arxiv",
    "version": 2
  }
}