Pith Number

pith:OKFUJKTD

pith:2025:OKFUJKTDEZ5HMGYBHCVIGTBYKA

not attested not anchored not stored refs pending

Graph-based Gossiping for Communication Efficiency in Decentralized Federated Learning

Hong-Tri Nguyen, Huong Nguyen, Lauri Lov\'en, Praveen Kumar Donta, Susanna Pirttikangas

arxiv:2506.10607 v1 · 2025-06-12 · 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{OKFUJKTDEZ5HMGYBHCVIGTBYKA}

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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

A Comprehensive Data-centric Overview of Federated Graph Learning

Receipt and verification

First computed	2026-07-05T11:20:27.168916Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

728b44aa63267a761b0138aa834c38502dba7032aa5c2b1291b8e9a663ad1802

Aliases

arxiv: 2506.10607 · arxiv_version: 2506.10607v1 · doi: 10.48550/arxiv.2506.10607 · pith_short_12: OKFUJKTDEZ5H · pith_short_16: OKFUJKTDEZ5HMGYB · pith_short_8: OKFUJKTD

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/OKFUJKTDEZ5HMGYBHCVIGTBYKA \
  | 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: 728b44aa63267a761b0138aa834c38502dba7032aa5c2b1291b8e9a663ad1802

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5550746be381b53091cc113752aecd65bc80a54b92f5bc3ebc8d50349951fe82",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-06-12T11:51:32Z",
    "title_canon_sha256": "1df33c26e096b8c875917fd18c544b656e7472f0dbf1cf42d2965b8d5f0c18a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.10607",
    "kind": "arxiv",
    "version": 1
  }
}