Pith Number

pith:LAHKK5VD

pith:2024:LAHKK5VDE6EA3Z35UYG4YIARK2

not attested not anchored not stored refs pending

Mao: Machine learning approach for NUMA optimization in Warehouse Scale Computers

Jun Jin, Shiyong Li, Wenhui Shu, Yongzhan He, Yueji Liu

arxiv:2411.01460 v1 · 2024-11-03 · 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{LAHKK5VDE6EA3Z35UYG4YIARK2}

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.

Receipt and verification

First computed	2026-07-05T09:30:30.674404Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

580ea576a327880de77da60dcc201156bcf217cc7788812c26a83cecd5f85cec

Aliases

arxiv: 2411.01460 · arxiv_version: 2411.01460v1 · doi: 10.48550/arxiv.2411.01460 · pith_short_12: LAHKK5VDE6EA · pith_short_16: LAHKK5VDE6EA3Z35 · pith_short_8: LAHKK5VD

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/LAHKK5VDE6EA3Z35UYG4YIARK2 \
  | 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: 580ea576a327880de77da60dcc201156bcf217cc7788812c26a83cecd5f85cec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfc808881c70ab53c50ccb8cb165f2b289025ba403e607ba501a1c1d99b3b4fd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-11-03T07:04:38Z",
    "title_canon_sha256": "de5544630bd26b8a80a1751ec54a782b61e8ced41932183041c203bff0bec08d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.01460",
    "kind": "arxiv",
    "version": 1
  }
}