Pith Number

pith:FRZ67KVK

pith:2021:FRZ67KVKSSP2ULPFOCRMSZOOYP

not attested not anchored not stored refs pending

Deep Reinforcement Agent for Scheduling in HPC

Michael E. Papka, Paul Rich, Taylor Childers, William Allcock, Yuping Fan, Zhiling Lan

arxiv:2102.06243 v2 · 2021-02-11 · cs.DC · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FRZ67KVKSSP2ULPFOCRMSZOOYP}

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	2026-07-05T02:33:28.761862Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c73efaaaa949faa2de570a2c965cec3cec743b78c6f4d86747e54323f903fc9

Aliases

arxiv: 2102.06243 · arxiv_version: 2102.06243v2 · doi: 10.48550/arxiv.2102.06243 · pith_short_12: FRZ67KVKSSP2 · pith_short_16: FRZ67KVKSSP2ULPF · pith_short_8: FRZ67KVK

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/FRZ67KVKSSP2ULPFOCRMSZOOYP \
  | 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: 2c73efaaaa949faa2de570a2c965cec3cec743b78c6f4d86747e54323f903fc9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33d551dacbb898bfc548ba17ea92e1064fddf5eb79400ebece5905bc7c4e3b86",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2021-02-11T20:08:38Z",
    "title_canon_sha256": "307bbce42fbe6455298d8117783d623b840c5fc1c287e52c416f691b95e7a379"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.06243",
    "kind": "arxiv",
    "version": 2
  }
}