Pith Number

pith:6MB3NB4J

pith:2023:6MB3NB4JTG6S4QFF7D24WLCA2V

not attested not anchored not stored refs pending

FLINT: A Platform for Federated Learning Integration

Ajay Kannan, Boyi Chen, Ewen Wang, Mosharaf Chowdhury, Yuefeng Liang

arxiv:2302.12862 v2 · 2023-02-24 · 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{6MB3NB4JTG6S4QFF7D24WLCA2V}

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.

Cited by

1 paper in Pith

Rescaled Asynchronous SGD: Optimal Distributed Optimization under Data and System Heterogeneity

Receipt and verification

First computed	2026-07-05T05:50:14.009003Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f303b6878999bd2e40a5f8f5cb2c40d574d550b1aa99d6914451a165803e23d1

Aliases

arxiv: 2302.12862 · arxiv_version: 2302.12862v2 · doi: 10.48550/arxiv.2302.12862 · pith_short_12: 6MB3NB4JTG6S · pith_short_16: 6MB3NB4JTG6S4QFF · pith_short_8: 6MB3NB4J

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/6MB3NB4JTG6S4QFF7D24WLCA2V \
  | 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: f303b6878999bd2e40a5f8f5cb2c40d574d550b1aa99d6914451a165803e23d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04dd5610dd98751bbc410e7140a3d3c6ca00677026c64ff4b0beda9895f59055",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-24T19:38:03Z",
    "title_canon_sha256": "625ffd435018c8cab3019aa35ebc25b026c22774137cfafc47308d8be9a9f979"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.12862",
    "kind": "arxiv",
    "version": 2
  }
}