Pith Number

pith:K5YMJYA4

pith:2025:K5YMJYA4MM6FLSSVXM2YYD7QKC

not attested not anchored not stored refs pending

Federated Learning within Global Energy Budget over Heterogeneous Edge Accelerators

Ananth Eswar, Roopkatha Banerjee, Tejus Chandrashekar, Yogesh Simmhan

arxiv:2506.10413 v1 · 2025-06-12 · 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{K5YMJYA4MM6FLSSVXM2YYD7QKC}

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	2026-07-05T11:20:23.211824Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5770c4e01c633c55ca55bb358c0ff05089d285cdc584f1cb51aacb0002ceaec0

Aliases

arxiv: 2506.10413 · arxiv_version: 2506.10413v1 · doi: 10.48550/arxiv.2506.10413 · pith_short_12: K5YMJYA4MM6F · pith_short_16: K5YMJYA4MM6FLSSV · pith_short_8: K5YMJYA4

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/K5YMJYA4MM6FLSSVXM2YYD7QKC \
  | 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: 5770c4e01c633c55ca55bb358c0ff05089d285cdc584f1cb51aacb0002ceaec0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "597447371a9ea19a2fc7ef61db6dc98a516d3ae1cfc7d724c72ab1e49989f5a7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-06-12T07:08:30Z",
    "title_canon_sha256": "e34224ab73710f69385f543c162eaa8a348c36a3c8f1c787990d2cf6023f0a86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.10413",
    "kind": "arxiv",
    "version": 1
  }
}