Pith. sign in
Pith Number

pith:OTGC2ZPQ

pith:2023:OTGC2ZPQBHVP5FWMPKW64CPPN6
not attested not anchored not stored refs pending

Optimal Resource Management for Hierarchical Federated Learning over HetNets with Wireless Energy Transfer

Ahmed Ben Said, Aiman Erbad, Amr Mohamed, Emna Baccour, Mohsen Guizani, Mounir Hamdi, Rami Hamdi

arxiv:2305.01953 v1 · 2023-05-03 · cs.NI · eess.SP

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{OTGC2ZPQBHVP5FWMPKW64CPPN6}

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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 2026-07-05T06:06:45.897427Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

74cc2d65f009eafe96cc7aadee09ef6f83d584b250d721cbfc1bdaeeb1f0f0be

Aliases

arxiv: 2305.01953 · arxiv_version: 2305.01953v1 · doi: 10.48550/arxiv.2305.01953 · pith_short_12: OTGC2ZPQBHVP · pith_short_16: OTGC2ZPQBHVP5FWM · pith_short_8: OTGC2ZPQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/OTGC2ZPQBHVP5FWMPKW64CPPN6 \
  | 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: 74cc2d65f009eafe96cc7aadee09ef6f83d584b250d721cbfc1bdaeeb1f0f0be
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f71656385c67e65396c25cee8466c956c75f3e3b84b0b3745ec62d03bd08a61b",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2023-05-03T08:11:14Z",
    "title_canon_sha256": "b174534240eb99698a7585bf7a04d097604ae5c1bbf60fe2a0005dbbdf2dc6da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.01953",
    "kind": "arxiv",
    "version": 1
  }
}