Pith Number

pith:ZOMPD3W2

pith:2023:ZOMPD3W2CQEXDUHFOLDTZQROGU

not attested not anchored not stored refs pending

Energy-Efficient GPU Clusters Scheduling for Deep Learning

Diandian Gu, Gang Huang, Xin Jin, Xintong Xie, Xuanzhe Liu

arxiv:2304.06381 v2 · 2023-04-13 · 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{ZOMPD3W2CQEXDUHFOLDTZQROGU}

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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

SMART-MIG: A Learning Framework for Scalable and Energy-Efficient GPU Scheduling

CompPow: A Case for Component-level GPU Power Management

Grid Integration of AI Data Centers: A Critical Review of Energy Storage Solutions

Receipt and verification

First computed	2026-07-05T06:09:50.349662Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb98f1eeda140971d0e572c73cc22e3535f76e6bd386574081ec34e681dc106d

Aliases

arxiv: 2304.06381 · arxiv_version: 2304.06381v2 · doi: 10.48550/arxiv.2304.06381 · pith_short_12: ZOMPD3W2CQEX · pith_short_16: ZOMPD3W2CQEXDUHF · pith_short_8: ZOMPD3W2

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/ZOMPD3W2CQEXDUHFOLDTZQROGU \
  | 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: cb98f1eeda140971d0e572c73cc22e3535f76e6bd386574081ec34e681dc106d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e62e7a20727df8bfcf91284dbd45dc3e749654ba2d3839c617572958b848814d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2023-04-13T10:32:00Z",
    "title_canon_sha256": "5fa8b7639dcfbfcff904a9588f4a9d8c13a194d84c2978ad8d9158606e8d7f62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.06381",
    "kind": "arxiv",
    "version": 2
  }
}