Pith Number

pith:M2FEMTDF

pith:2024:M2FEMTDF3YNZBR4IIBQGJBOYW7

not attested not anchored not stored refs pending

Saving GPU Hours in LLM Inference System Development and Online Workloads with Simulation and DBMS-Inspired Cache Replacement Policies

Anastasia Ailamaki, Darong Huang, Jiacheng Li, Kijae Hong, Kyoungmin Kim, Qunyou Liu

arxiv:2411.07447 v5 · 2024-11-12 · cs.PF · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M2FEMTDF3YNZBR4IIBQGJBOYW7}

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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

Beyond Per-Token Pricing: A Concurrency-Aware Methodology for LLM Infrastructure Cost Estimation

Large Databases Need Small, Open-Weight Language Models

Receipt and verification

First computed	2026-07-07T02:18:23.173563Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

668a464c65de1b90c78840606485d8b7d8ba017c7722e04a7a8362ae265daf30

Aliases

arxiv: 2411.07447 · arxiv_version: 2411.07447v5 · doi: 10.48550/arxiv.2411.07447 · pith_short_12: M2FEMTDF3YNZ · pith_short_16: M2FEMTDF3YNZBR4I · pith_short_8: M2FEMTDF

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/M2FEMTDF3YNZBR4IIBQGJBOYW7 \
  | 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: 668a464c65de1b90c78840606485d8b7d8ba017c7722e04a7a8362ae265daf30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b1513dcade1e0aa528018d4cbd221c9b616e673de361698082e9e2fa669ab07",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.PF",
    "submitted_at": "2024-11-12T00:10:34Z",
    "title_canon_sha256": "57b8c1f1045f2a74301a17cad59d784324cc23a099d3599ab640d76f9686ec62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.07447",
    "kind": "arxiv",
    "version": 5
  }
}