Pith Number

pith:VHHD5NGW

pith:2025:VHHD5NGW66Q4EWTND5RFUML5H5

not attested not anchored not stored refs pending

WarmServe: Enabling One-for-Many GPU Prewarming for Multi-LLM Serving

Chen Sun, Chiheng Lou, Pengcheng Wang, Rui Kang, Sheng Qi, Xin Jin, Xuanzhe Liu, Yong Zhang

arxiv:2512.09472 v2 · 2025-12-10 · cs.DC · 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{VHHD5NGW66Q4EWTND5RFUML5H5}

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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

The Workload-Router-Pool Architecture for LLM Inference Optimization: A Vision Paper from the vLLM Semantic Router Project

Foundry: Template-Based CUDA Graph Context Materialization for Fast LLM Serving Cold Start

Receipt and verification

First computed	2026-05-22T01:03:52.041121Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9ce3eb4d6f7a1c25a6d1f625a317d3f7f43a8e7cba97ecdd45c3fb1df40ca7b

Aliases

arxiv: 2512.09472 · arxiv_version: 2512.09472v2 · doi: 10.48550/arxiv.2512.09472 · pith_short_12: VHHD5NGW66Q4 · pith_short_16: VHHD5NGW66Q4EWTN · pith_short_8: VHHD5NGW

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/VHHD5NGW66Q4EWTND5RFUML5H5 \
  | 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: a9ce3eb4d6f7a1c25a6d1f625a317d3f7f43a8e7cba97ecdd45c3fb1df40ca7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "639b55ad7cf2dd979fb1cdefc16ba87540d07234d0dfd4b7f5b19beaa49d9fb4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-12-10T09:47:40Z",
    "title_canon_sha256": "cebcc4b2a0041fc529b1603a048ba154dab91f02d181e5141f076f1e07808df0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.09472",
    "kind": "arxiv",
    "version": 2
  }
}