Pith Number

pith:IPJOALIT

pith:2024:IPJOALITFO363UOPAO7KWW2VOO

not attested not anchored not stored refs pending

Efficient LLM Scheduling by Learning to Rank

Aurick Qiao, Hao Zhang, Ion Stoica, Runlong Su, Siqi Zhu, Yichao Fu

arxiv:2408.15792 v1 · 2024-08-28 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IPJOALITFO363UOPAO7KWW2VOO}

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.

Cited by

4 papers in Pith

BatchLLM: Optimizing Large Batched LLM Inference with Global Prefix Sharing and Throughput-oriented Token Batching

Tackling the Data-Parallel Load Balancing Bottleneck in LLM Serving: Practical Online Routing at Scale

Agentic AI Systems Should Be Designed as Marginal Token Allocators

Tackling the Data-Parallel Load Balancing Bottleneck in LLM Serving: Practical Online Routing at Scale

Receipt and verification

First computed	2026-07-05T09:00:17.567506Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43d2e02d132bb7edd1cf03beab5b5573924a814430867296749b8a90e765d5c9

Aliases

arxiv: 2408.15792 · arxiv_version: 2408.15792v1 · doi: 10.48550/arxiv.2408.15792 · pith_short_12: IPJOALITFO36 · pith_short_16: IPJOALITFO363UOP · pith_short_8: IPJOALIT

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/IPJOALITFO363UOPAO7KWW2VOO \
  | 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: 43d2e02d132bb7edd1cf03beab5b5573924a814430867296749b8a90e765d5c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83ec0f2aa5b39e72760c494fb54466a9848444a41a35753f1dfa29f834a630dd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-28T13:35:54Z",
    "title_canon_sha256": "3a57e154c9304648baedc2dd2b3a2d8fdabaf9a9b9044816d1ef823429497bca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.15792",
    "kind": "arxiv",
    "version": 1
  }
}