Pith Number

pith:RIUGBCZI

pith:2025:RIUGBCZIM7LDEHGUI6MS3QDV66

not attested not anchored not stored refs pending

Energy-Efficient Federated Learning for AIoT using Clustering Methods

Charalampos Kalalas, Fernanda Fam\'a, Paolo Dini, Roberto Pereira

arxiv:2505.09704 v1 · 2025-05-14 · cs.LG · 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{RIUGBCZIM7LDEHGUI6MS3QDV66}

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	2026-07-05T11:03:27.231637Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a28608b2867d6321cd447992dc075f7b0a46ca861d8bd15e6c9edb5ad74a1eb

Aliases

arxiv: 2505.09704 · arxiv_version: 2505.09704v1 · doi: 10.48550/arxiv.2505.09704 · pith_short_12: RIUGBCZIM7LD · pith_short_16: RIUGBCZIM7LDEHGU · pith_short_8: RIUGBCZI

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/RIUGBCZIM7LDEHGUI6MS3QDV66 \
  | 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: 8a28608b2867d6321cd447992dc075f7b0a46ca861d8bd15e6c9edb5ad74a1eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e51f65d1c6f05f796e8965e06931132303c2591fb63940199427ec8b5e1f91df",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-14T18:04:58Z",
    "title_canon_sha256": "b7a04228fb1b9ed7430b1396d8e187f1884d0e28183a74c27cd488d22c983695"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.09704",
    "kind": "arxiv",
    "version": 1
  }
}