Pith Number

pith:I5MQMOLE

pith:2025:I5MQMOLERYWF7DW5X2NR47NNEO

not attested not anchored not stored refs pending

SLOs-Serve: Optimized Serving of Multi-SLO LLMs

Arvind Krishnamurthy, Phillip B. Gibbons, Samira Khan, Siyuan Chen, Zhipeng Jia

arxiv:2504.08784 v1 · 2025-04-05 · cs.DC · 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{I5MQMOLERYWF7DW5X2NR47NNEO}

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

SMetric: Rethink LLM Scheduling for Serving Agents with Balanced Session-centric Scheduling

Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation

HFX: Joint Design of Algorithms and Systems for Multi-SLO Serving and Fast Scaling

Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation

Receipt and verification

First computed	2026-07-05T10:47:59.344344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47590639648e2c5f8eddbe9b1e7dad23bde21ee4679a62f09eef0327240aa998

Aliases

arxiv: 2504.08784 · arxiv_version: 2504.08784v1 · doi: 10.48550/arxiv.2504.08784 · pith_short_12: I5MQMOLERYWF · pith_short_16: I5MQMOLERYWF7DW5 · pith_short_8: I5MQMOLE

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/I5MQMOLERYWF7DW5X2NR47NNEO \
  | 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: 47590639648e2c5f8eddbe9b1e7dad23bde21ee4679a62f09eef0327240aa998

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb9ee57f1d119ec88bef5d143a41bc2f62a06ec0df7907cd92fd9932d22a4606",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-04-05T17:41:26Z",
    "title_canon_sha256": "3d2a4d1e1f3d20a154e5e2a3b135a86c5ee8b48673d5a71090c607da01f5c12a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.08784",
    "kind": "arxiv",
    "version": 1
  }
}