Pith Number

pith:ILMQEAT2

pith:2024:ILMQEAT25DZHSZIRZCEKNG2L5Z

not attested not anchored not stored refs pending

Optimal Resource Efficiency with Fairness in Heterogeneous GPU Clusters

Huanle Xu, Wing Cheong Lau, Zizhao Mo

arxiv:2403.18545 v1 · 2024-03-27 · 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{ILMQEAT25DZHSZIRZCEKNG2L5Z}

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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

1 paper in Pith

MQFQ-Sticky: Fair Queueing For Serverless GPU Functions

Receipt and verification

First computed	2026-07-05T08:01:24.221213Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42d902027ae8f2796511c888a69b4bee55f1e0ccbddfaeb6ec3f92da3b3c5313

Aliases

arxiv: 2403.18545 · arxiv_version: 2403.18545v1 · doi: 10.48550/arxiv.2403.18545 · pith_short_12: ILMQEAT25DZH · pith_short_16: ILMQEAT25DZHSZIR · pith_short_8: ILMQEAT2

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/ILMQEAT25DZHSZIRZCEKNG2L5Z \
  | 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: 42d902027ae8f2796511c888a69b4bee55f1e0ccbddfaeb6ec3f92da3b3c5313

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee08f42509c8577cf4fcc6f73e986ac088d1b33d1f25d61fdc94a4b978425e7f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-03-27T13:24:56Z",
    "title_canon_sha256": "222b919829bcb7de1ddb34b5eb77c36eb726179f681f84e3fd4f460501f20792"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.18545",
    "kind": "arxiv",
    "version": 1
  }
}