Pith Number

pith:T5563PP2

pith:2025:T5563PP223PO2B7NRSJRUHYQAK

not attested not anchored not stored refs pending

AIGC-assisted Federated Learning for Vehicular Edge Intelligence: Vehicle Selection, Resource Allocation and Model Augmentation

Geyong Min, Xianke Qiang, Zheng Chang

arxiv:2503.19676 v1 · 2025-03-25 · 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{T5563PP223PO2B7NRSJRUHYQAK}

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	2026-07-05T11:50:34.064039Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f7bedbdfad6deed07ed8c931a1f1002b262102e8ee01d31b943907c63e88bac

Aliases

arxiv: 2503.19676 · arxiv_version: 2503.19676v1 · doi: 10.48550/arxiv.2503.19676 · pith_short_12: T5563PP223PO · pith_short_16: T5563PP223PO2B7N · pith_short_8: T5563PP2

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/T5563PP223PO2B7NRSJRUHYQAK \
  | 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: 9f7bedbdfad6deed07ed8c931a1f1002b262102e8ee01d31b943907c63e88bac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df6f3ecea75af455ef2f87e4e2792115d14b4e59702826f25330939242b88d4f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-03-25T14:02:07Z",
    "title_canon_sha256": "702f1e1ea8e27293bbc548aa1303ace66fbdab85c49063278495bbec3a785727"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.19676",
    "kind": "arxiv",
    "version": 1
  }
}