Pith Number

pith:FBOW7WLU

pith:2022:FBOW7WLUB4L2LP2PIB5G6YYLH5

not attested not anchored not stored refs pending

Improving Federated Learning Communication Efficiency with Global Momentum Fusion for Gradient Compression Schemes

Chia-Yu Lin, Chun-Chih Kuo, Ted Tsei Kuo

arxiv:2211.09320 v1 · 2022-11-17 · 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{FBOW7WLUB4L2LP2PIB5G6YYLH5}

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	2026-07-05T05:16:54.612248Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

285d6fd9740f17a5bf4f407a6f630b3f50f60bbc3d50b78c77fbe64ca64874a4

Aliases

arxiv: 2211.09320 · arxiv_version: 2211.09320v1 · doi: 10.48550/arxiv.2211.09320 · pith_short_12: FBOW7WLUB4L2 · pith_short_16: FBOW7WLUB4L2LP2P · pith_short_8: FBOW7WLU

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/FBOW7WLUB4L2LP2PIB5G6YYLH5 \
  | 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: 285d6fd9740f17a5bf4f407a6f630b3f50f60bbc3d50b78c77fbe64ca64874a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5bd751f33f665d9a3c078f542e0012abc9c52b7406d730029492611ca64886a6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2022-11-17T03:42:21Z",
    "title_canon_sha256": "60d7bd86f4ae378f322a3e4ff7601fff4bcda07e0f4e66a75510bb3601a79464"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.09320",
    "kind": "arxiv",
    "version": 1
  }
}