Pith Number

pith:Z7TPZI63

pith:2024:Z7TPZI636O5ZOQCTSY7RB6FXP7

not attested not anchored not stored refs pending

NanoFlow: Towards Optimal Large Language Model Serving Throughput

Arvind Krishnamurthy, Baris Kasikci, Chien-Yu Lin, Dedong Xie, Gefei Zuo, Kan Zhu, Keisuke Kamahori, Liangyu Zhao, Qinyu Xu, Stephanie Wang, Tian Tang, Yile Gu, Yilong Zhao, Yufei Gao, Zihao Ye, Ziren Wang

arxiv:2408.12757 v2 · 2024-08-22 · 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{Z7TPZI636O5ZOQCTSY7RB6FXP7}

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

5 papers in Pith

Token-Operations-Oriented Inference Optimization Techniques for Large Models

SAC: Disaggregated KV Cache System for Sparse Attention LLMs with CXL

Achieving Cloud-Grade SLOs for Local Mixture-of-Experts Inference through CPU-GPU Hybrid Design

Resource-aware Computation-Communication Overlap for multi-GPU ML Workloads

Agentic Witnessing: Pragmatic and Scalable TEE-Enabled Privacy-Preserving Auditing

Receipt and verification

First computed	2026-07-05T11:08:59.562602Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfe6fca3dbf3bb974053963f10f8b77fd89d7633fed379f0e77d497353f568ec

Aliases

arxiv: 2408.12757 · arxiv_version: 2408.12757v2 · doi: 10.48550/arxiv.2408.12757 · pith_short_12: Z7TPZI636O5Z · pith_short_16: Z7TPZI636O5ZOQCT · pith_short_8: Z7TPZI63

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/Z7TPZI636O5ZOQCTSY7RB6FXP7 \
  | 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: cfe6fca3dbf3bb974053963f10f8b77fd89d7633fed379f0e77d497353f568ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4ec8e77cd5d9922d1d63fadfc6c777b9572c2d21d5ea53ea71f12cd889bf479",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-08-22T23:00:40Z",
    "title_canon_sha256": "f0dd478d1c47e335eea933aded09020cb48ea72d19c3611eeb1cd10739ceb9df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.12757",
    "kind": "arxiv",
    "version": 2
  }
}