Pith Number

pith:PO3H6CMW

pith:2025:PO3H6CMWB2ETGL6HR6QCTSM6GC

not attested not anchored not stored refs pending

Prism: Cost-Efficient Multi-LLM Serving via GPU Memory Ballooning

Deepak Vij, Gao Gao, Harry Xu, Jiarong Xing, Junyi Shu, Ke Bao, Mingyuan Ma, Qingda Lu, Shan Yu, Shiyi Cao, Shuo Yang, Xiaoning Ding, Xinyuan Tong, Yangmin Li, Yang Wang, Yichen Wang, Yifan Qiao, Ying Sheng, Yuwei An, Zhiqiang Xie, Zhong Wang

arxiv:2505.04021 v3 · 2025-05-06 · cs.DC · cs.AI · cs.LG · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PO3H6CMWB2ETGL6HR6QCTSM6GC}

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

14 papers in Pith

Lodestar: An Online-Learning LLM Inference Router

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

ROSE: Rollout On Serving GPUs via Cooperative Elasticity for Agentic RL

Towards Multi-Model LLM Schedulers: Empirical Insights into Offloading and Preemption

SPECTRE: Hybrid Ordinary-Parallel Speculative Serving for Resource-Efficient LLM Inference

Receipt and verification

First computed	2026-06-12T01:08:13.876716Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7bb67f09960e89332fc78fa029c99e308361d1930735f6f3f88d4834ff5cfa6d

Aliases

arxiv: 2505.04021 · arxiv_version: 2505.04021v3 · doi: 10.48550/arxiv.2505.04021 · pith_short_12: PO3H6CMWB2ET · pith_short_16: PO3H6CMWB2ETGL6H · pith_short_8: PO3H6CMW

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/PO3H6CMWB2ETGL6HR6QCTSM6GC \
  | 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: 7bb67f09960e89332fc78fa029c99e308361d1930735f6f3f88d4834ff5cfa6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "344dd146af12ff712f8acddfb606640a2411f3f2eb18611d0c02bc4dba473eff",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-05-06T23:38:33Z",
    "title_canon_sha256": "996b916933bd653a80dfb4f02ee10c8b814ebdfcd4818d634ae6b4daef152027"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.04021",
    "kind": "arxiv",
    "version": 3
  }
}