Pith Number

pith:ZTGHQRHL

pith:2025:ZTGHQRHL5JWLRB4BYP5MATP42J

not attested not anchored not stored refs pending

Towards Efficient and Practical GPU Multitasking in the Era of LLM

Gur-Eyal Sela, Ion Stoica, Jiarong Xing, Joseph Gonzalez, Simon Mo, Xingqi Cui, Yang Zhou, Yifan Qiao

arxiv:2508.08448 v1 · 2025-08-11 · cs.OS · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZTGHQRHL5JWLRB4BYP5MATP42J}

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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

4 papers in Pith

Lodestar: An Online-Learning LLM Inference Router

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

PipeLive: Efficient Live In-place Pipeline Parallelism Reconfiguration for Dynamic LLM Serving

Receipt and verification

First computed	2026-07-05T11:52:28.532519Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cccc7844ebea6cb88781c3fac04dfcd26f3f7c74bdc5178e02244147d5393970

Aliases

arxiv: 2508.08448 · arxiv_version: 2508.08448v1 · doi: 10.48550/arxiv.2508.08448 · pith_short_12: ZTGHQRHL5JWL · pith_short_16: ZTGHQRHL5JWLRB4B · pith_short_8: ZTGHQRHL

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/ZTGHQRHL5JWLRB4BYP5MATP42J \
  | 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: cccc7844ebea6cb88781c3fac04dfcd26f3f7c74bdc5178e02244147d5393970

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8514907214715c98c3f87ced4bcc2779f279df0539054fbe22803d2e341774b4",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.OS",
    "submitted_at": "2025-08-11T20:11:43Z",
    "title_canon_sha256": "48ea5c53726bfdaba6e73a0f8d73f9afcc2c96a31017d3f07845ed72a7be0280"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08448",
    "kind": "arxiv",
    "version": 1
  }
}