Pith Number

pith:X2M5KM7H

pith:2024:X2M5KM7H4FIU4PDWQEKRG2PPTX

not attested not anchored not stored refs pending

ConServe: Fine-Grained GPU Harvesting for LLM Online and Offline Co-Serving

Haoran Ma, Harry Xu, Ion Stoica, Jiarong Xing, Joseph E. Gonzalez, Miryung Kim, Shan Yu, Shu Anzai, Shuo Yang, Yang Wang, Yang Zhou, Yifan Qiao, Yongji Wu

arxiv:2410.01228 v2 · 2024-10-02 · 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{X2M5KM7H4FIU4PDWQEKRG2PPTX}

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

8 papers in Pith

Beyond Greedy Chunking: SLO-Aware Sliding-Window Scheduling for LLM Inference

RW-TTT: Batched Serving for Request-Owned Test-Time Training State

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

Blink: CPU-Free LLM Inference by Delegating the Serving Stack to GPU and SmartNIC

Receipt and verification

First computed	2026-07-05T12:04:28.477704Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be99d533e7e1514e3c7681151369ef9dd69320cc5555f5011be8c90413bbe969

Aliases

arxiv: 2410.01228 · arxiv_version: 2410.01228v2 · doi: 10.48550/arxiv.2410.01228 · pith_short_12: X2M5KM7H4FIU · pith_short_16: X2M5KM7H4FIU4PDW · pith_short_8: X2M5KM7H

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/X2M5KM7H4FIU4PDWQEKRG2PPTX \
  | 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: be99d533e7e1514e3c7681151369ef9dd69320cc5555f5011be8c90413bbe969

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "741b0d30729a69c95d6f1b26e876ed13e63f02e003658aab873969b8f0ae450a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-10-02T04:12:13Z",
    "title_canon_sha256": "53eac75d18c5604b8c2b52a5ca4dc37cef56a503617cc560afa75b2b06c4ae74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01228",
    "kind": "arxiv",
    "version": 2
  }
}