Pith Number

pith:F7AOEA45

pith:2024:F7AOEA45LURQS3BXCQPM7Z7H6C

not attested not anchored not stored refs pending

Optimizing Age of Information in Vehicular Edge Computing with Federated Graph Neural Network Multi-Agent Reinforcement Learning

Jiangzhou Wang, Khaled B. Letaief, Nan Cheng, Pingyi Fan, Qiong Wu, Wen Chen, Wenhua Wang

arxiv:2407.02342 v1 · 2024-07-01 · cs.LG · cs.DC · cs.MA · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F7AOEA45LURQS3BXCQPM7Z7H6C}

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	2026-07-05T08:39:22.932897Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2fc0e2039d5d23096c37141ecfe7e7f0922af9ec1deea0bc8f3f638896bbc8ed

Aliases

arxiv: 2407.02342 · arxiv_version: 2407.02342v1 · doi: 10.48550/arxiv.2407.02342 · pith_short_12: F7AOEA45LURQ · pith_short_16: F7AOEA45LURQS3BX · pith_short_8: F7AOEA45

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/F7AOEA45LURQS3BXCQPM7Z7H6C \
  | 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: 2fc0e2039d5d23096c37141ecfe7e7f0922af9ec1deea0bc8f3f638896bbc8ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ef79916444c439d374cba1ec02e2248c4eaa67f96aa88e9c60a9e4d8cc222df",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.MA",
      "cs.NI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-01T15:37:38Z",
    "title_canon_sha256": "7fd7d95d1a2faa0cefd57199dfa2a1adcd1d95dfd01c0f34b32c3c06bef3053d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.02342",
    "kind": "arxiv",
    "version": 1
  }
}