Pith Number

pith:LJSVDZRE

pith:2024:LJSVDZREN5YL7ME3UL6MJLO67P

not attested not anchored not stored refs pending

BlendServe: Optimizing Offline Inference for Auto-regressive Large Models with Resource-aware Batching

Baris Kasikci, Ion Stoica, Jiarong Xing, Kan Zhu, Lianmin Zheng, Shuo Yang, Yang Zhou, Yilong Zhao

arxiv:2411.16102 v2 · 2024-11-25 · 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{LJSVDZREN5YL7ME3UL6MJLO67P}

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

MoE-Prefill: Zero Redundancy Overheads in MoE Prefill Serving

PipeMax: Enhancing Offline LLM Inference on Commodity GPU Servers

MoE-Prefill: Zero Redundancy Overheads in MoE Prefill Serving

Receipt and verification

First computed	2026-06-09T01:04:37.647628Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a6551e6246f70bfb09ba2fcc4addefbe771ed9f1ac85c4494b79105e116a1fd

Aliases

arxiv: 2411.16102 · arxiv_version: 2411.16102v2 · doi: 10.48550/arxiv.2411.16102 · pith_short_12: LJSVDZREN5YL · pith_short_16: LJSVDZREN5YL7ME3 · pith_short_8: LJSVDZRE

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/LJSVDZREN5YL7ME3UL6MJLO67P \
  | 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: 5a6551e6246f70bfb09ba2fcc4addefbe771ed9f1ac85c4494b79105e116a1fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a8ff2ae7fb97bbeb32ed560825d62d058425765c2df7c2ca8344e17d545db03",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-25T05:24:53Z",
    "title_canon_sha256": "3e27e0c577d27852ef193bb39dd95f797fb62dffc965eadf6a993ed0cf6053cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16102",
    "kind": "arxiv",
    "version": 2
  }
}