Pith Number

pith:OR26BDUG

pith:2024:OR26BDUG7YYPRN2OLJQL34NQ6N

not attested not anchored not stored refs pending

Queuing dynamics of asynchronous Federated Learning

Eric Moulines, Louis Leconte, Matthieu Jonckheere, Sergey Samsonov

arxiv:2405.00017 v1 · 2024-02-12 · cs.DC · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OR26BDUG7YYPRN2OLJQL34NQ6N}

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	2026-07-05T08:14:07.141791Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7475e08e86fe30f8b74e5a60bdf1b0f374ba273c80030bd1c05d0390a0b65ee0

Aliases

arxiv: 2405.00017 · arxiv_version: 2405.00017v1 · doi: 10.48550/arxiv.2405.00017 · pith_short_12: OR26BDUG7YYP · pith_short_16: OR26BDUG7YYPRN2O · pith_short_8: OR26BDUG

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/OR26BDUG7YYPRN2OLJQL34NQ6N \
  | 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: 7475e08e86fe30f8b74e5a60bdf1b0f374ba273c80030bd1c05d0390a0b65ee0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2eac0c7767f378308400e268effb16e1d88ba2db1d7f2b45d64464c53244ecf",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-02-12T18:32:35Z",
    "title_canon_sha256": "8ae9f22cf8231a34e97678dfc41ad135fa678eb95890e4c563fb02d7e0f4ec72"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.00017",
    "kind": "arxiv",
    "version": 1
  }
}