Pith Number

pith:5RON5DI4

pith:2025:5RON5DI4Z3CTY3IYOUXMHBLKMW

not attested not anchored not stored refs pending

The Larger the Merrier? Efficient Large AI Model Inference in Wireless Edge Networks

Jie Xu, Marco Di Renzo, Mikael Skoglund, Ming Xiao, Zhonghao Lyu

arxiv:2505.09214 v1 · 2025-05-14 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5RON5DI4Z3CTY3IYOUXMHBLKMW}

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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

1 paper in Pith

Empowering Intelligent Low-altitude Economy with Large AI Model Deployment

Receipt and verification

First computed	2026-07-05T11:02:52.327821Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec5cde8d1ccec53c6d18752ec3856a65a02be8472a7efa1b6fde2d5b80f632b3

Aliases

arxiv: 2505.09214 · arxiv_version: 2505.09214v1 · doi: 10.48550/arxiv.2505.09214 · pith_short_12: 5RON5DI4Z3CT · pith_short_16: 5RON5DI4Z3CTY3IY · pith_short_8: 5RON5DI4

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/5RON5DI4Z3CTY3IYOUXMHBLKMW \
  | 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: ec5cde8d1ccec53c6d18752ec3856a65a02be8472a7efa1b6fde2d5b80f632b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cc33cda57717ce28eff770b16d5434cef43d0f13832cf47410283d2fa98dc54",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-14T08:18:55Z",
    "title_canon_sha256": "fba685ba8002215b8f10d48ea55349b4ff3b7fa8fded6d59239cf753f9018f3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.09214",
    "kind": "arxiv",
    "version": 1
  }
}