Pith Number

pith:WOWLHIUT

pith:2024:WOWLHIUTHSMPS5O6FTXDYM7J3K

not attested not anchored not stored refs pending

Optimal Batch Allocation for Wireless Federated Learning

Jaeyoung Song, Sang-Woon Jeon

arxiv:2404.02395 v1 · 2024-04-03 · 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{WOWLHIUTHSMPS5O6FTXDYM7J3K}

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

Asynchronous Federated Learning Using Outdated Local Updates Over TDMA Channel

Receipt and verification

First computed	2026-07-05T08:03:55.465664Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b3acb3a2933c98f975de2cee3c33e9dabae59cd2861df7639388924be04d355b

Aliases

arxiv: 2404.02395 · arxiv_version: 2404.02395v1 · doi: 10.48550/arxiv.2404.02395 · pith_short_12: WOWLHIUTHSMP · pith_short_16: WOWLHIUTHSMPS5O6 · pith_short_8: WOWLHIUT

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/WOWLHIUTHSMPS5O6FTXDYM7J3K \
  | 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: b3acb3a2933c98f975de2cee3c33e9dabae59cd2861df7639388924be04d355b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "39d7050780c6a8f02de53ba75fdd206c50aafd3127813c6d11d519c897499907",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-03T01:42:30Z",
    "title_canon_sha256": "0df25af4bc14846cb570d9a159b01edda452f1a2b4498410494e8f610105f699"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.02395",
    "kind": "arxiv",
    "version": 1
  }
}