Pith Number

pith:CKVBJ6JS

pith:2022:CKVBJ6JSDGMUH77OFN7J2DIY24

not attested not anchored not stored refs pending

FedMint: Intelligent Bilateral Client Selection in Federated Learning with Newcomer IoT Devices

Azzam Mourad, Hadi Otrok, Mohsen Guizani, Omar Abdel Wahab, Osama Wehbi, Safa Otoum, Sarhad Arisdakessian

arxiv:2211.01805 v1 · 2022-10-31 · cs.LG · cs.CR · cs.DC · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CKVBJ6JSDGMUH77OFN7J2DIY24}

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	2026-07-05T05:13:00.209680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12aa14f932199943ffee2b7e9d0d18d7167ae3fa96a301a7620134e034adc746

Aliases

arxiv: 2211.01805 · arxiv_version: 2211.01805v1 · doi: 10.48550/arxiv.2211.01805 · pith_short_12: CKVBJ6JSDGMU · pith_short_16: CKVBJ6JSDGMUH77O · pith_short_8: CKVBJ6JS

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/CKVBJ6JSDGMUH77OFN7J2DIY24 \
  | 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: 12aa14f932199943ffee2b7e9d0d18d7167ae3fa96a301a7620134e034adc746

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3aef9ee6555bc7405ce7ecf3f49896d29f865d239a963657c7adf117d9f273c2",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC",
      "cs.GT"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-31T12:48:56Z",
    "title_canon_sha256": "44173547bcfaa8e3132541fc6f7bcbbd18ade38bc559ec801b3dfa2d5c083f7d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.01805",
    "kind": "arxiv",
    "version": 1
  }
}