Pith Number

pith:HOLTJRBM

pith:2024:HOLTJRBMM7HA7TPJ67OKMCCPZ7

not attested not anchored not stored refs pending

Scheduling Deep Learning Jobs in Multi-Tenant GPU Clusters via Wise Resource Sharing

Jiajia Zhang, Jiaxin Lai, Qiang Wang, Shaohuai Shi, Shuhan Qi, Xuan Wang, Yizhou Luo

arxiv:2407.13088 v1 · 2024-07-18 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HOLTJRBMM7HA7TPJ67OKMCCPZ7}

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	2026-07-05T08:45:33.278180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b9734c42c67ce0fcde9f7dca6084fcfc04933bdfbaa00a683ee9c6dcfc4ad45

Aliases

arxiv: 2407.13088 · arxiv_version: 2407.13088v1 · doi: 10.48550/arxiv.2407.13088 · pith_short_12: HOLTJRBMM7HA · pith_short_16: HOLTJRBMM7HA7TPJ · pith_short_8: HOLTJRBM

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/HOLTJRBMM7HA7TPJ67OKMCCPZ7 \
  | 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: 3b9734c42c67ce0fcde9f7dca6084fcfc04933bdfbaa00a683ee9c6dcfc4ad45

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "745a72209fa16dc3cfecacfd1904babf1cbe29e2de59a7d6aea9126ffb3e6c58",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-07-18T01:30:49Z",
    "title_canon_sha256": "396793beb7969bf221413e033e90d66292f2b774ffd80756dc6e165444bbb438"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.13088",
    "kind": "arxiv",
    "version": 1
  }
}