Pith Number

pith:DFE4KW7E

pith:2026:DFE4KW7ECR75SUE6MKGTME25WR

not attested not anchored not stored refs pending

Cluster-Aware Over-the-Air Federated Learning with Energy-Harvesting Devices: From Global Training to Model Personalization

Busra Tegin, Furkan Bagci, Mohammad Kazemi, Tolga M. Duman

arxiv:2608.01426 v1 · 2026-08-02 · 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{DFE4KW7ECR75SUE6MKGTME25WR}

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	2026-08-04T02:05:12.231926Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1949c55be4147fd9509e628d36135db46e5531dd3933a84eb0ee7b9f8c5602d6

Aliases

arxiv: 2608.01426 · arxiv_version: 2608.01426v1 · doi: 10.48550/arxiv.2608.01426 · pith_short_12: DFE4KW7ECR75 · pith_short_16: DFE4KW7ECR75SUE6 · pith_short_8: DFE4KW7E

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/DFE4KW7ECR75SUE6MKGTME25WR \
  | 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: 1949c55be4147fd9509e628d36135db46e5531dd3933a84eb0ee7b9f8c5602d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3cb3790c3687a26f3570711dd3c9480bc906133ba17217d7c1f0994f2fb5c2a",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-02T18:15:49Z",
    "title_canon_sha256": "ec8e33ec6c6166b79f17e41cfc2e95c400988157e7dba788ad65994c93f0b47f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.01426",
    "kind": "arxiv",
    "version": 1
  }
}