Pith Number

pith:EENY2EUJ

pith:2026:EENY2EUJ6RXEIHBCL7DWMZPT3G

not attested not anchored not stored refs pending

HASA: Subnet Allocation for Compute-Constrained Model-Heterogeneous Federated Learning

Ahmed M. Abdelmoniem, Amir Hossein Shahdadian, Christian Herglotz, Mahdi Taheri, Samira Nazari

arxiv:2606.07621 v1 · 2026-05-30 · cs.LG · cs.AI · 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{EENY2EUJ6RXEIHBCL7DWMZPT3G}

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	2026-06-09T00:04:45.042806Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

211b8d1289f46e441c225fc76665f3d9a138df6f938c39e1adfc5fb4b0239967

Aliases

arxiv: 2606.07621 · arxiv_version: 2606.07621v1 · doi: 10.48550/arxiv.2606.07621 · pith_short_12: EENY2EUJ6RXE · pith_short_16: EENY2EUJ6RXEIHBC · pith_short_8: EENY2EUJ

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/EENY2EUJ6RXEIHBCL7DWMZPT3G \
  | 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: 211b8d1289f46e441c225fc76665f3d9a138df6f938c39e1adfc5fb4b0239967

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9db63d642b9aca51c6e78e79e4f786944430efea7ab8aa68fc1375739cdad17",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-30T11:21:48Z",
    "title_canon_sha256": "e8a1ff300196d77336b19ea42c7f3e28bad43ee3c5f39cdf1a87ce6c3f802365"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07621",
    "kind": "arxiv",
    "version": 1
  }
}