Pith Number

pith:D6KX2MO3

pith:2025:D6KX2MO3IYZGB5HWNZS5PCM5W3

not attested not anchored not stored refs pending

Taming the Chaos: Coordinated Autoscaling for Heterogeneous and Disaggregated LLM Inference

Chunlei Han, Huanle Han, Long Huang, Rongzhi Li, Ruogu Du, Shufan Liu, Sida Zhao, Yiwen Shao, Zefang Chu, Zherui Liu, Zuocheng Shi

arxiv:2508.19559 v1 · 2025-08-27 · cs.DC · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D6KX2MO3IYZGB5HWNZS5PCM5W3}

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

2 papers in Pith

TurboServe: Serving Streaming Video Generation Efficiently and Economically

Cloud-native and Distributed Systems for Efficient and Scalable Large Language Models -- A Research Agenda

Receipt and verification

First computed	2026-07-05T12:00:14.095389Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f957d31db463260f4f66e65d7899db6e9ae18ae3c4fcff06c667dd561db483c

Aliases

arxiv: 2508.19559 · arxiv_version: 2508.19559v1 · doi: 10.48550/arxiv.2508.19559 · pith_short_12: D6KX2MO3IYZG · pith_short_16: D6KX2MO3IYZGB5HW · pith_short_8: D6KX2MO3

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/D6KX2MO3IYZGB5HWNZS5PCM5W3 \
  | 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: 1f957d31db463260f4f66e65d7899db6e9ae18ae3c4fcff06c667dd561db483c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb17d8051316eaa467b7f3dd9acaf759d8fdc0370b82437c15731b9ee9a94073",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-08-27T04:22:02Z",
    "title_canon_sha256": "eacb06064449ea851be690db00deac890de807115029b818200d895caabe1f5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.19559",
    "kind": "arxiv",
    "version": 1
  }
}