Pith Number

pith:MRKZOBKN

pith:2024:MRKZOBKNAVIOCWEDVQKVKVJHMD

not attested not anchored not stored refs pending

Hierarchical Federated Learning in Multi-hop Cluster-Based VANETs

M. Saeid HaghighiFard, Sinem Coleri

arxiv:2401.10361 v1 · 2024-01-18 · cs.LG · cs.AI · cs.DC · cs.NI · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MRKZOBKNAVIOCWEDVQKVKVJHMD}

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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

Hierarchical Federated Transfer Learning in Digital Twin-Based Vehicular Networks

Receipt and verification

First computed	2026-07-05T07:35:25.138091Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

645597054d0550e15883ac1555552760f5d964b927b5c1396672d12a105175d0

Aliases

arxiv: 2401.10361 · arxiv_version: 2401.10361v1 · doi: 10.48550/arxiv.2401.10361 · pith_short_12: MRKZOBKNAVIO · pith_short_16: MRKZOBKNAVIOCWED · pith_short_8: MRKZOBKN

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/MRKZOBKNAVIOCWEDVQKVKVJHMD \
  | 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: 645597054d0550e15883ac1555552760f5d964b927b5c1396672d12a105175d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30be052688f1a7c7b4afc0718d484a71996798a8d4c9f17d95424e4a5a941569",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC",
      "cs.NI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-18T20:05:34Z",
    "title_canon_sha256": "96dfab866c9b790adf2a869a7786147851e7aacd28fd4c3f2ce99edb39fdc7fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.10361",
    "kind": "arxiv",
    "version": 1
  }
}