Pith Number

pith:SCX77GS2

pith:2024:SCX77GS2WHUHV6HOLSNIVMYFJQ

not attested not anchored not stored refs pending

FastDecode: High-Throughput GPU-Efficient LLM Serving using Heterogeneous Pipelines

Jiaao He, Jidong Zhai

arxiv:2403.11421 v1 · 2024-03-18 · 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{SCX77GS2WHUHV6HOLSNIVMYFJQ}

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

SuperInfer: SLO-Aware Rotary Scheduling and Memory Management for LLM Inference on Superchips

Understanding Rate-Distortion Performance in Distributed Transformer Inference

A Survey on Efficient Inference for Large Language Models

Receipt and verification

First computed	2026-07-05T07:57:16.179692Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90afff9a5ab1e87af8ee5c9a8ab3054c0ca20557e23488701e4dd5b4484abef4

Aliases

arxiv: 2403.11421 · arxiv_version: 2403.11421v1 · doi: 10.48550/arxiv.2403.11421 · pith_short_12: SCX77GS2WHUH · pith_short_16: SCX77GS2WHUHV6HO · pith_short_8: SCX77GS2

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/SCX77GS2WHUHV6HOLSNIVMYFJQ \
  | 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: 90afff9a5ab1e87af8ee5c9a8ab3054c0ca20557e23488701e4dd5b4484abef4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a8511ce26fe85f7478da28c4bc7f44c147f28b1cb6ec22e87dd996dbe325a80",
    "cross_cats_sorted": [
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-03-18T02:30:23Z",
    "title_canon_sha256": "13262b41a41ad360510fd188c9f25770a6bb1847e09b407decea549eeefd2f62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.11421",
    "kind": "arxiv",
    "version": 1
  }
}