Pith Number

pith:IDKOP7T2

pith:2025:IDKOP7T2F2HDAVXEM5XCUHNBC4

not attested not anchored not stored refs pending

Mitigating Persistent Client Dropout in Asynchronous Decentralized Federated Learning

Artur Dubrawski, Ignacy St\k{e}pka, Kacper Tr\k{e}bacz, Nicholas Gisolfi

arxiv:2508.01807 v1 · 2025-08-03 · cs.LG · cs.AI · 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{IDKOP7T2F2HDAVXEM5XCUHNBC4}

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	2026-07-05T11:47:45.674857Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40d4e7fe7a2e8e3056e4676e2a1da11724f1cfaf9f84c39317b7b803b85c6d43

Aliases

arxiv: 2508.01807 · arxiv_version: 2508.01807v1 · doi: 10.48550/arxiv.2508.01807 · pith_short_12: IDKOP7T2F2HD · pith_short_16: IDKOP7T2F2HDAVXE · pith_short_8: IDKOP7T2

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/IDKOP7T2F2HDAVXEM5XCUHNBC4 \
  | 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: 40d4e7fe7a2e8e3056e4676e2a1da11724f1cfaf9f84c39317b7b803b85c6d43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "075e6ce736bbd38a3d1f29aa4a4a219fb8e4efc5699cd052d2b978e2a6e21cb3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-03T15:42:33Z",
    "title_canon_sha256": "26022e37c53ae5e715db86f4600be8fbe8c26c14667b19b3529aebc4f81feb75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01807",
    "kind": "arxiv",
    "version": 1
  }
}