Pith Number

pith:34EESAW5

pith:2024:34EESAW5VZFQ5RIZHXJ3RPD4V7

not attested not anchored not stored refs pending

Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks

Afsaneh Mahmoudi, Emil Bj\"ornson

arxiv:2412.10878 v1 · 2024-12-14 · cs.LG · cs.NI · eess.SP

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{34EESAW5VZFQ5RIZHXJ3RPD4V7}

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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.

Cited by

1 paper in Pith

Accelerating Energy-Efficient Federated Learning in Cell-Free Networks with Adaptive Quantization

Receipt and verification

First computed	2026-07-05T09:49:23.898344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df084902ddae4b0ec5193dd3b8bc7cafcc4e008120ef6c4a8ba47a7191905759

Aliases

arxiv: 2412.10878 · arxiv_version: 2412.10878v1 · doi: 10.48550/arxiv.2412.10878 · pith_short_12: 34EESAW5VZFQ · pith_short_16: 34EESAW5VZFQ5RIZ · pith_short_8: 34EESAW5

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/34EESAW5VZFQ5RIZHXJ3RPD4V7 \
  | 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: df084902ddae4b0ec5193dd3b8bc7cafcc4e008120ef6c4a8ba47a7191905759

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "978cc8e8742c517821cbbcb927dc201096f05ccbaed70838229978f0a1fa1e8b",
    "cross_cats_sorted": [
      "cs.NI",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-14T16:08:05Z",
    "title_canon_sha256": "4cbb39baeda18df6f6e7306fceb62b192ce1823fba7d40507c5e5267957594d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10878",
    "kind": "arxiv",
    "version": 1
  }
}