Pith Number

pith:JS5P5G35

pith:2024:JS5P5G35AZ372K6NIOXWJF4ZBP

not attested not anchored not stored refs pending

FedFT: Improving Communication Performance for Federated Learning with Frequency Space Transformation

Anjana Wijekoon, Chamath Palihawadana, Harsha Kalutarage, Nirmalie Wiratunga

arxiv:2409.05242 v1 · 2024-09-08 · cs.DC · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JS5P5G35AZ372K6NIOXWJF4ZBP}

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	2026-07-05T09:04:46.394032Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4cbafe9b7d0677fd2bcd43af6497990bd23007645d0c3b1071efba5f82a05399

Aliases

arxiv: 2409.05242 · arxiv_version: 2409.05242v1 · doi: 10.48550/arxiv.2409.05242 · pith_short_12: JS5P5G35AZ37 · pith_short_16: JS5P5G35AZ372K6N · pith_short_8: JS5P5G35

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/JS5P5G35AZ372K6NIOXWJF4ZBP \
  | 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: 4cbafe9b7d0677fd2bcd43af6497990bd23007645d0c3b1071efba5f82a05399

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca7a956cfd11ef516731d93648c0a49121fd525e7c92345f7dac3456496fbe06",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-09-08T23:05:35Z",
    "title_canon_sha256": "6504ccc85a8e7ffc0c5baf0636fca62d00c233bcb550d0fb3fc15d6a2dc69058"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.05242",
    "kind": "arxiv",
    "version": 1
  }
}