Pith Number

pith:2GKAZ4IY

pith:2026:2GKAZ4IYN7PMHOPQPZJZTKF72R

not attested not anchored not stored refs pending

Efficient Multi-round LLM Inference over Disaggregated Serving

Bin Cui, Eiko Yoneki, Fangcheng Fu, Penghao Zhao, Quanqing Xu, Wenhao He, Youhe Jiang

arxiv:2602.14516 v2 · 2026-02-16 · cs.DC

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2GKAZ4IYN7PMHOPQPZJZTKF72R}

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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

6 papers in Pith

TurboServe: Serving Streaming Video Generation Efficiently and Economically

Observation, Not Prediction: Conversation-Level Disaggregated Scheduling for Agentic Serving

HexAGenT: Efficient Agentic LLM Serving via Workflow- and Heterogeneity-Aware Scheduling

DelAC: A Multi-agent Reinforcement Learning of Team-Symmetric Stochastic Games

Autopoiesis: A Self-Evolving System Paradigm for LLM Serving Under Runtime Dynamics

Receipt and verification

First computed	2026-07-22T01:22:20.525497Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1940cf1186fdec3b9f07e5399a8bfd46c243d059a9d53d8994bb98287c57d3c

Aliases

arxiv: 2602.14516 · arxiv_version: 2602.14516v2 · doi: 10.48550/arxiv.2602.14516 · pith_short_12: 2GKAZ4IYN7PM · pith_short_16: 2GKAZ4IYN7PMHOPQ · pith_short_8: 2GKAZ4IY

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/2GKAZ4IYN7PMHOPQPZJZTKF72R \
  | 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: d1940cf1186fdec3b9f07e5399a8bfd46c243d059a9d53d8994bb98287c57d3c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19f3f0199eab165084ece7d46dbefbfc84bc34c5b12e2ca14ee4549b200d577a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-02-16T07:07:30Z",
    "title_canon_sha256": "1717358015268d85ec6b489458f3456103dc9c8b97b7fc65f0c4544875fd97dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.14516",
    "kind": "arxiv",
    "version": 2
  }
}