Pith Number

pith:YCCMXIU4

pith:2024:YCCMXIU44PL2V5NLV4KR4EK3RV

not attested not anchored not stored refs pending

Pie: Pooling CPU Memory for LLM Inference

Ion Stoica, Shu Liu, Xiangxi Mo, Yi Xu, Ziming Mao

arxiv:2411.09317 v1 · 2024-11-14 · cs.LG · 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{YCCMXIU44PL2V5NLV4KR4EK3RV}

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

5 papers in Pith

Idleness is Relative: Exploiting Tool-Call Idle Windows for Offloading in Agentic Systems with MORI

SiDP: Memory-Efficient Data Parallelism for Offline LLM Inference

SuperInfer: SLO-Aware Rotary Scheduling and Memory Management for LLM Inference on Superchips

C2CServe: Leveraging NVLink-C2C for Elastic Serverless LLM Serving on MIG

DAK: Direct-Access-Enabled GPU Memory Offloading with Optimal Efficiency for LLM Inference

Receipt and verification

First computed	2026-07-05T09:35:25.032328Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c084cba29ce3d7aaf5abaf151e115b8d4c7b99bdb9ddfdb1fa3a09cd61f9b6eb

Aliases

arxiv: 2411.09317 · arxiv_version: 2411.09317v1 · doi: 10.48550/arxiv.2411.09317 · pith_short_12: YCCMXIU44PL2 · pith_short_16: YCCMXIU44PL2V5NL · pith_short_8: YCCMXIU4

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/YCCMXIU44PL2V5NLV4KR4EK3RV \
  | 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: c084cba29ce3d7aaf5abaf151e115b8d4c7b99bdb9ddfdb1fa3a09cd61f9b6eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fb0401c81fa9b048ab2eb02e75a4aa47a803534ce604df1d177dc5d86b44a43",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-14T09:50:41Z",
    "title_canon_sha256": "7bebada8f898cfaf9dc5fba20244ecd3a7da3438d54949779920f755e0dd2736"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09317",
    "kind": "arxiv",
    "version": 1
  }
}