Pith Number

pith:V5HYVXB7

pith:2024:V5HYVXB7XWFE22SVXQ4RH6FKXA

not attested not anchored not stored refs pending

BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Amelie Chi Zhou, Qiang Wang, Rui Guo, Xiaowen Chu, Xin He, Xin Wang, Xueze Kang, Yang Zheng, Yeju Zhou, Yuchu Fang, Yuhan Chen, Yuxin Wang, Zeyu Li, Zhenheng Tang

arxiv:2401.17644 v5 · 2024-01-31 · cs.DC · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V5HYVXB7XWFE22SVXQ4RH6FKXA}

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

14 papers in Pith

Adaptive Inference Batching using Policy Gradients

Beyond Per-Token Pricing: A Concurrency-Aware Methodology for LLM Infrastructure Cost Estimation

ServeGen: Workload Characterization and Generation of Large Language Model Serving in Production

WarmServe: Enabling One-for-Many GPU Prewarming for Multi-LLM Serving

ROSE: Rollout On Serving GPUs via Cooperative Elasticity for Agentic RL

Receipt and verification

First computed	2026-07-05T11:09:41.835909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af4f8adc3fbd8a4d6a55bc3913f8aab80ed5607d544caf9c04b1a113ce3cbaac

Aliases

arxiv: 2401.17644 · arxiv_version: 2401.17644v5 · doi: 10.48550/arxiv.2401.17644 · pith_short_12: V5HYVXB7XWFE · pith_short_16: V5HYVXB7XWFE22SV · pith_short_8: V5HYVXB7

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/V5HYVXB7XWFE22SVXQ4RH6FKXA \
  | 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: af4f8adc3fbd8a4d6a55bc3913f8aab80ed5607d544caf9c04b1a113ce3cbaac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5267b27f98f9cc2a03da03fe053840e55d251bb4ca0f38ff1216ab85aab9efb9",
    "cross_cats_sorted": [
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-01-31T07:52:48Z",
    "title_canon_sha256": "afca5d25840deee4d6e639f5e8f19623faf94994010cd2d25d463a057e870851"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.17644",
    "kind": "arxiv",
    "version": 5
  }
}