Pith Number

pith:4XQNXXXK

pith:2025:4XQNXXXKDWR2W3X2NURVZJXZLU

not attested not anchored not stored refs pending

On Evaluating Performance of LLM Inference Serving Systems

Alexey Tumanov, Amey Agrawal, Anmol Agarwal, Jayashree Mohan, Nipun Kwatra, Nitin Kedia, Ramachandran Ramjee, Souvik Kundu

arxiv:2507.09019 v1 · 2025-07-11 · cs.LG · cs.AI · 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{4XQNXXXKDWR2W3X2NURVZJXZLU}

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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

4 papers in Pith

RTP-LLM: High-Performance Alibaba LLM Inference Engine

Seeing is Coding: On the Effectiveness of Vision Language Models in Code Understanding

Characterizing Performance-Energy Trade-offs of Large Language Models in Multi-Request Workflows

SAGE: Selective Attention-Guided Extraction for Token-Efficient Document Indexing

Receipt and verification

First computed	2026-07-05T11:36:02.274479Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e5e0dbdeea1da3ab6efa6d235ca6f95d0778e3402c37113e7507b74ebbc8569c

Aliases

arxiv: 2507.09019 · arxiv_version: 2507.09019v1 · doi: 10.48550/arxiv.2507.09019 · pith_short_12: 4XQNXXXKDWR2 · pith_short_16: 4XQNXXXKDWR2W3X2 · pith_short_8: 4XQNXXXK

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/4XQNXXXKDWR2W3X2NURVZJXZLU \
  | 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: e5e0dbdeea1da3ab6efa6d235ca6f95d0778e3402c37113e7507b74ebbc8569c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a30e47eb04f0b1e5808b7b3cdea352710526e0bf0d476af904ea788d2db5fa42",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-11T20:58:21Z",
    "title_canon_sha256": "918d22784832be978cf053a6421515b3993c750067d1ecc29f2d3454cadc03b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.09019",
    "kind": "arxiv",
    "version": 1
  }
}