Pith Number

pith:TGPSSDHL

pith:2024:TGPSSDHLQQZXCIQHDN6TA5UTNQ

not attested not anchored not stored refs pending

Context Parallelism for Scalable Million-Token Inference

Amy Yang, Aya Ibrahim, Bangsheng Tang, Grigory Sizov, Jeremy Reizenstein, Jianyu Huang, Jingyi Yang, Jongsoo Park, Xinfeng Xie

arxiv:2411.01783 v3 · 2024-11-04 · cs.DC · cs.AI · 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{TGPSSDHLQQZXCIQHDN6TA5UTNQ}

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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

8 papers in Pith

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

Move the Query, Not the Cache: Characterizing Cross-Instance Latent Attention Redistribution Across GPU Fabrics

Towards Distributed Inference of LLMs on a P2P Network

KernelFlume: Elastic Core-Attention Scaling for Agentic Long-Context Decoding

PRISM: Probabilistic Runtime Insights and Scalable Performance Modeling for Large-Scale Distributed Training

Receipt and verification

First computed	2026-07-05T10:51:27.856924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

999f290ceb84337122071b7d3076936c09407561bd6f7a70ef2d89dd4428d80d

Aliases

arxiv: 2411.01783 · arxiv_version: 2411.01783v3 · doi: 10.48550/arxiv.2411.01783 · pith_short_12: TGPSSDHLQQZX · pith_short_16: TGPSSDHLQQZXCIQH · pith_short_8: TGPSSDHL

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/TGPSSDHLQQZXCIQHDN6TA5UTNQ \
  | 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: 999f290ceb84337122071b7d3076936c09407561bd6f7a70ef2d89dd4428d80d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46fe8828dc7937ec4b598c842259430d355a384666314b65dd1fe0b71c004a4e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-11-04T04:15:36Z",
    "title_canon_sha256": "66d84f63683bd4ad312b0c106e4702ff532eb6ca8a58cc31907910ee0f09d91f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.01783",
    "kind": "arxiv",
    "version": 3
  }
}