Pith Number

pith:REFYUQVQ

pith:2022:REFYUQVQNZZNO6B2LOIGM4SWEC

not attested not anchored not stored refs pending

Federated Learning for Digital Twin-Based Vehicular Networks: Architecture and Challenges

Choong Seon Hong, Ehzaz Mustafa, Faisal Rehman, Junaid Shuja, Kashif Bilal, Latif U. Khan, Zhu Han

arxiv:2208.05558 v1 · 2022-08-10 · 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{REFYUQVQNZZNO6B2LOIGM4SWEC}

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	2026-07-05T04:47:43.963068Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

890b8a42b06e72d7783a5b9066725620930329114e4a354bebf55b63c7de9617

Aliases

arxiv: 2208.05558 · arxiv_version: 2208.05558v1 · doi: 10.48550/arxiv.2208.05558 · pith_short_12: REFYUQVQNZZN · pith_short_16: REFYUQVQNZZNO6B2 · pith_short_8: REFYUQVQ

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/REFYUQVQNZZNO6B2LOIGM4SWEC \
  | 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: 890b8a42b06e72d7783a5b9066725620930329114e4a354bebf55b63c7de9617

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d655dbada62f69ec2ae165152efdcc45adca91caeecea960d8fa798308bc49b8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2022-08-10T20:52:20Z",
    "title_canon_sha256": "e87f70c9ac9b06864228a16dfdb86f35f354bd3b82fa39110ef7fbf3ac97998a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.05558",
    "kind": "arxiv",
    "version": 1
  }
}