Pith Number

pith:RYYOFTR7

pith:2021:RYYOFTR723AXBKBKHGNINR7CRZ

not attested not anchored not stored refs pending

Boosting Resource-Constrained Federated Learning Systems with Guessed Updates

Akash Dhasade, Anne-Marie Kermarrec, Mohamed Yassine Boukhari, Othmane Safsafi, Rafael Pires, Rishi Sharma

arxiv:2110.11486 v3 · 2021-10-21 · 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{RYYOFTR723AXBKBKHGNINR7CRZ}

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	2026-07-05T11:21:28.213530Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e30e2ce3fd6c170a82a399a86c7e28e7b6cbd40af109356e52f7bd9b5938eab

Aliases

arxiv: 2110.11486 · arxiv_version: 2110.11486v3 · doi: 10.48550/arxiv.2110.11486 · pith_short_12: RYYOFTR723AX · pith_short_16: RYYOFTR723AXBKBK · pith_short_8: RYYOFTR7

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/RYYOFTR723AXBKBKHGNINR7CRZ \
  | 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: 8e30e2ce3fd6c170a82a399a86c7e28e7b6cbd40af109356e52f7bd9b5938eab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "935144a762de7c4b28c8c5c037040b128a8796141d2e49429a5f764a2d87a135",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-21T21:23:04Z",
    "title_canon_sha256": "e74ea4deffc66a3fbc2004bcfe7db1ffd1a2050928b72817bf4fc41cbd7229c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.11486",
    "kind": "arxiv",
    "version": 3
  }
}