Pith Number

pith:WRXYSCAD

pith:2025:WRXYSCADYEYAAJCHWLOPDBG5ZW

not attested not anchored not stored refs pending

Large Language Model Partitioning for Low-Latency Inference at the Edge

Dimitrios Kafetzis, Iordanis Koutsopoulos, Ramin Khalili

arxiv:2505.02533 v1 · 2025-05-05 · cs.DC · 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{WRXYSCADYEYAAJCHWLOPDBG5ZW}

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

1 paper in Pith

Network Edge Inference for Large Language Models: Principles, Techniques, and Opportunities

Receipt and verification

First computed	2026-07-05T10:58:38.848351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b46f890803c130002447b2dcf184ddcdad80382ce753461d5a2bd7a01110817f

Aliases

arxiv: 2505.02533 · arxiv_version: 2505.02533v1 · doi: 10.48550/arxiv.2505.02533 · pith_short_12: WRXYSCADYEYA · pith_short_16: WRXYSCADYEYAAJCH · pith_short_8: WRXYSCAD

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/WRXYSCADYEYAAJCHWLOPDBG5ZW \
  | 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: b46f890803c130002447b2dcf184ddcdad80382ce753461d5a2bd7a01110817f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a45726ca1b8f6752102c1201a3afc20c27a3ff4811c8ab830eee4c484ec7465d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-05-05T10:16:16Z",
    "title_canon_sha256": "0fc8903278e646bd5cb369422b4b766befafad56ccf3b436c4f3adafa4d63108"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.02533",
    "kind": "arxiv",
    "version": 1
  }
}