Pith Number

pith:E7R56ZBQ

pith:2024:E7R56ZBQLMZBBOP3FNXGOOQ5XC

not attested not anchored not stored refs pending

Improving Multiresource Job Scheduling with Markovian Service Rate Policies

Benjamin Berg, Isaac Grosof, Zhongrui Chen

arxiv:2412.08915 v3 · 2024-12-12 · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E7R56ZBQLMZBBOP3FNXGOOQ5XC}

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	2026-07-05T10:50:10.922156Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27e3df64305b3210b9fb2b6e673a1db8afbf4cc04cad0c4c7c1ff37750671d8b

Aliases

arxiv: 2412.08915 · arxiv_version: 2412.08915v3 · doi: 10.48550/arxiv.2412.08915 · pith_short_12: E7R56ZBQLMZB · pith_short_16: E7R56ZBQLMZBBOP3 · pith_short_8: E7R56ZBQ

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/E7R56ZBQLMZBBOP3FNXGOOQ5XC \
  | 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: 27e3df64305b3210b9fb2b6e673a1db8afbf4cc04cad0c4c7c1ff37750671d8b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f1a5ed86e1c54d2a99f547e2129e5f54a20fa7c86b28c5fc2c3339faba182b84",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.PF",
    "submitted_at": "2024-12-12T03:57:33Z",
    "title_canon_sha256": "d7a8706fa42de3491f548639e61d94144a88102698c3a1b1fa8f2fc9d1191982"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08915",
    "kind": "arxiv",
    "version": 3
  }
}