Pith Number

pith:L4VNPVBM

pith:2023:L4VNPVBM2B626TSIXE7FG3XLJ4

not attested not anchored not stored refs pending

Resource Aware Clustering for Tackling the Heterogeneity of Participants in Federated Learning

Garvit Banga, Hari Prabhat Gupta, Rahul Mishra

arxiv:2306.04207 v1 · 2023-06-07 · 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{L4VNPVBM2B626TSIXE7FG3XLJ4}

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	2026-07-05T06:18:27.125262Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f2ad7d42cd07daf4e48b93e536eeb4f00f62155b30d17fa7de755feb4472fa6

Aliases

arxiv: 2306.04207 · arxiv_version: 2306.04207v1 · doi: 10.48550/arxiv.2306.04207 · pith_short_12: L4VNPVBM2B62 · pith_short_16: L4VNPVBM2B626TSI · pith_short_8: L4VNPVBM

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/L4VNPVBM2B626TSIXE7FG3XLJ4 \
  | 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: 5f2ad7d42cd07daf4e48b93e536eeb4f00f62155b30d17fa7de755feb4472fa6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0325f632b5b62d66a7875c375e24375528c00b909a4d07ae521633379b1200e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2023-06-07T07:25:27Z",
    "title_canon_sha256": "f6f2fa0c6db3aa70bd7c00382a3416ece0afb22c6fe58bc8dc75e735c50833ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.04207",
    "kind": "arxiv",
    "version": 1
  }
}