Pith Number

pith:LE47QGI3

pith:2024:LE47QGI3M4IW3JNYETN2K3474Z

not attested not anchored not stored refs pending

Fully Distributed Online Training of Graph Neural Networks in Networked Systems

Ananthram Swami, Gunjan Verma, Kevin Chan, Rostyslav Olshevskyi, Santiago Segarra, Zhongyuan Zhao

arxiv:2412.06105 v1 · 2024-12-08 · cs.LG · 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{LE47QGI3M4IW3JNYETN2K3474Z}

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	2026-07-05T09:46:15.108441Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5939f8191b67116da5b824dba56f9fe66651aeb50cbd490878c22bce92e051fe

Aliases

arxiv: 2412.06105 · arxiv_version: 2412.06105v1 · doi: 10.48550/arxiv.2412.06105 · pith_short_12: LE47QGI3M4IW · pith_short_16: LE47QGI3M4IW3JNY · pith_short_8: LE47QGI3

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/LE47QGI3M4IW3JNYETN2K3474Z \
  | 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: 5939f8191b67116da5b824dba56f9fe66651aeb50cbd490878c22bce92e051fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "146dc3140976fa0b85d5ecb783b873528618f20d7e6079d4bdde1d2b7ee0dde7",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-08T23:41:22Z",
    "title_canon_sha256": "42265f2860b35e3415839e7093a470311f0202ef483cacefc599d011a1986155"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06105",
    "kind": "arxiv",
    "version": 1
  }
}