Pith Number

pith:KITIJ35T

pith:2025:KITIJ35TOQZLX6IIDQP46OFKIL

not attested not anchored not stored refs pending

Efficient Serving of LLM Applications with Probabilistic Demand Modeling

Chen Chen, Minyi Guo, Shixuan Sun, Weiye Wang, Xusheng Chen, Yifei Liu, Yifei Zhu, Yizhou Shan, Zhenghao Gan, Zhenhua Han, Zuo Gan

arxiv:2506.14851 v1 · 2025-06-17 · 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{KITIJ35TOQZLX6IIDQP46OFKIL}

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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

2 papers in Pith

Maestro: Workload-Aware Cross-Cluster Scheduling for LLM-Based Multi-Agent Systems

TokenCake: A KV-Cache-centric Serving Framework for LLM-based Multi-Agent Applications

Receipt and verification

First computed	2026-06-30T02:16:52.605368Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

522684efb37432bbf9081c1fcf38aa42f9fe0d16d7c3fc7e5925da7f38ef5c54

Aliases

arxiv: 2506.14851 · arxiv_version: 2506.14851v1 · doi: 10.48550/arxiv.2506.14851 · pith_short_12: KITIJ35TOQZL · pith_short_16: KITIJ35TOQZLX6II · pith_short_8: KITIJ35T

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/KITIJ35TOQZLX6IIDQP46OFKIL \
  | 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: 522684efb37432bbf9081c1fcf38aa42f9fe0d16d7c3fc7e5925da7f38ef5c54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da483c0a6d11bcbb1fe4f4b692d5dd47e60e3382cf6cdfc80ebd3bb43b28d099",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-06-17T03:49:25Z",
    "title_canon_sha256": "19837c73065ea53ad3a558f43811176d307fb203c467fef6e2e23e660d685846"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.14851",
    "kind": "arxiv",
    "version": 1
  }
}