Pith Number

pith:XVAUXXEF

pith:2023:XVAUXXEF5ASSIUY3UT7HOGUKB6

not attested not anchored not stored refs pending

AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving

Hao Zhang, Ion Stoica, Joseph E. Gonzalez, Lianmin Zheng, Vincent Liu, Xin Jin, Yanping Huang, Ying Sheng, Yinmin Zhong, Zhifeng Chen, Zhuohan Li

arxiv:2302.11665 v2 · 2023-02-22 · cs.LG · cs.DC · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XVAUXXEF5ASSIUY3UT7HOGUKB6}

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

3 papers in Pith

OmniPilot: An Uncertainty-Aware LLM Inference Advisor for Heterogeneous GPU Clusters

ViBE: Co-Optimizing Workload Skew and Hardware Variability for MoE Serving

Efficient Memory Management for Large Language Model Serving with PagedAttention

Receipt and verification

First computed	2026-07-05T06:32:36.911587Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd414bdc85e82524531ba4fe771a8a0f93530b13299284c7ada5bc37469017e2

Aliases

arxiv: 2302.11665 · arxiv_version: 2302.11665v2 · doi: 10.48550/arxiv.2302.11665 · pith_short_12: XVAUXXEF5ASS · pith_short_16: XVAUXXEF5ASSIUY3 · pith_short_8: XVAUXXEF

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/XVAUXXEF5ASSIUY3UT7HOGUKB6 \
  | 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: bd414bdc85e82524531ba4fe771a8a0f93530b13299284c7ada5bc37469017e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1932fa60a7d6117dded1ade57d5a2c124aa142e353fea75404db309a5901760",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-22T21:41:34Z",
    "title_canon_sha256": "23a6eccbcafdfda41e3e759b1cb62b300fc79db57b9d51bb1d4902a212b90078"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.11665",
    "kind": "arxiv",
    "version": 2
  }
}