Pith Number

pith:5C7AUSEO

pith:2025:5C7AUSEONIR5FYSPWEADX22SAE

not attested not anchored not stored refs pending

LLMSched: Uncertainty-Aware Workload Scheduling for Compound LLM Applications

Botao Zhu, Chen Chen, Xiaoyi Fan, Yifei Zhu

arxiv:2504.03444 v2 · 2025-04-04 · 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{5C7AUSEONIR5FYSPWEADX22SAE}

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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

Evaluating the Efficacy of LLM-Based Reasoning for Multiobjective HPC Job Scheduling

Receipt and verification

First computed	2026-07-05T10:45:21.182963Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e8be0a488e6a23d2e24fb1003beb520133b0d5ab160bdd78a3680ed95aadaa05

Aliases

arxiv: 2504.03444 · arxiv_version: 2504.03444v2 · doi: 10.48550/arxiv.2504.03444 · pith_short_12: 5C7AUSEONIR5 · pith_short_16: 5C7AUSEONIR5FYSP · pith_short_8: 5C7AUSEO

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/5C7AUSEONIR5FYSPWEADX22SAE \
  | 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: e8be0a488e6a23d2e24fb1003beb520133b0d5ab160bdd78a3680ed95aadaa05

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fac4985cfb6291976f0dc89cb808911a6797c542a8a9a9b7fc3bdbb212c02d91",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-04-04T13:37:29Z",
    "title_canon_sha256": "d75aa9e8f79b257072a046dca8e5e2a06409e13e8c88708d67c3f002fec7067c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.03444",
    "kind": "arxiv",
    "version": 2
  }
}