Pith Number

pith:NWPITUV4

pith:2022:NWPITUV4SRK2ZOHL5RLXWLWSFT

not attested not anchored not stored refs pending

Asynchronous Federated Learning for Edge-assisted Vehicular Networks

Jiangzhou Wang, Pingyi Fan, Qiang Fan, Qiong Wu, Siyuan Wang

arxiv:2208.01901 v2 · 2022-08-03 · cs.LG · cs.NI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NWPITUV4SRK2ZOHL5RLXWLWSFT}

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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

Decentralized Rank Scheduling for Energy-Constrained Multi-Task Federated Fine-Tuning in Edge-Assisted IoV Networks

Receipt and verification

First computed	2026-07-05T05:47:45.500082Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d9e89d2bc9455acb8ebec577b2ed22cea7a614ec7979bb573ee18a76dce1ec4

Aliases

arxiv: 2208.01901 · arxiv_version: 2208.01901v2 · doi: 10.48550/arxiv.2208.01901 · pith_short_12: NWPITUV4SRK2 · pith_short_16: NWPITUV4SRK2ZOHL · pith_short_8: NWPITUV4

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/NWPITUV4SRK2ZOHL5RLXWLWSFT \
  | 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: 6d9e89d2bc9455acb8ebec577b2ed22cea7a614ec7979bb573ee18a76dce1ec4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd5e8362af39b5a7c966e927c2d794e64ad9e6211a833b60cf2796aad23d5e36",
    "cross_cats_sorted": [
      "cs.NI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-03T08:05:02Z",
    "title_canon_sha256": "ff85149df57e4c6ef95a531836e688c2716484464d0cae67ac7a1b746ab95c16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.01901",
    "kind": "arxiv",
    "version": 2
  }
}