Pith Number

pith:3MSWY3AF

pith:2025:3MSWY3AF25LYMA5SQTLR6AG6SN

not attested not anchored not stored refs pending

Mobility-Aware Multi-Task Decentralized Federated Learning for Vehicular Networks: Modeling, Analysis, and Optimization

Di Yuan, Dongyu Chen, He Huang, Juncheng Jia, Keqin Li, Mianxiong Dong, Tao Deng

arxiv:2503.06468 v1 · 2025-03-09 · 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{3MSWY3AF25LYMA5SQTLR6AG6SN}

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	2026-07-05T10:27:34.445107Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db256c6c05d7578603b284d71f00de9379c9839335616ad14796c953b964af6b

Aliases

arxiv: 2503.06468 · arxiv_version: 2503.06468v1 · doi: 10.48550/arxiv.2503.06468 · pith_short_12: 3MSWY3AF25LY · pith_short_16: 3MSWY3AF25LYMA5S · pith_short_8: 3MSWY3AF

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/3MSWY3AF25LYMA5SQTLR6AG6SN \
  | 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: db256c6c05d7578603b284d71f00de9379c9839335616ad14796c953b964af6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3219fb2c3027fbfd7ff9d70db67c8b2dce7202ca2bc50e42c27d43c7530ac9a7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-03-09T06:10:34Z",
    "title_canon_sha256": "4bf7628753c33b625418f430f0197ed8df44c4d770cdc11e7c687169e3be0649"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.06468",
    "kind": "arxiv",
    "version": 1
  }
}