Pith Number

pith:IXCGSNUB

pith:2025:IXCGSNUBFC2DMUE3PYSCHACGAM

not attested not anchored not stored refs pending

PolyServe: Efficient Multi-SLO Serving at Scale

Arvind Krishnamurthy, Baris Kasikci, Haiyang Shi, Jiaxin Shan, Kan Zhu, Le Xu, Liguang Xie

arxiv:2507.17769 v1 · 2025-07-17 · 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{IXCGSNUBFC2DMUE3PYSCHACGAM}

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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

2 papers in Pith

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

Beyond Greedy Chunking: SLO-Aware Sliding-Window Scheduling for LLM Inference

Receipt and verification

First computed	2026-07-05T11:42:34.768110Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45c469368128b436509b7e24238046030ff353101fb5361c77d6acb0ce9f51be

Aliases

arxiv: 2507.17769 · arxiv_version: 2507.17769v1 · doi: 10.48550/arxiv.2507.17769 · pith_short_12: IXCGSNUBFC2D · pith_short_16: IXCGSNUBFC2DMUE3 · pith_short_8: IXCGSNUB

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/IXCGSNUBFC2DMUE3PYSCHACGAM \
  | 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: 45c469368128b436509b7e24238046030ff353101fb5361c77d6acb0ce9f51be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0dcfc5c7150dd899d80bbeaf2d8f9ac10ba074cbd7f9a0a17a8d5b425ffb316a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-07-17T05:54:42Z",
    "title_canon_sha256": "e522d1296f3deb0041b474aa156690800c0eb4173cc5b6b02385ebcef4081509"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.17769",
    "kind": "arxiv",
    "version": 1
  }
}