Pith Number

pith:3Z3IALCF

pith:2025:3Z3IALCFRE2WGTYWUGKAXGRJXK

not attested not anchored not stored refs pending

Small-Scale-Fading-Aware Resource Allocation in Wireless Federated Learning

Chongtao Guo, Hao Ye, Jiacheng Wang, Le Liang, Shi Jin

arxiv:2505.03533 v1 · 2025-05-06 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3Z3IALCFRE2WGTYWUGKAXGRJXK}

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	2026-07-05T10:59:17.756530Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de76802c458935634f16a1940b9a29baadb7cd22d059b8f5faa20ea05ebbeb9b

Aliases

arxiv: 2505.03533 · arxiv_version: 2505.03533v1 · doi: 10.48550/arxiv.2505.03533 · pith_short_12: 3Z3IALCFRE2W · pith_short_16: 3Z3IALCFRE2WGTYW · pith_short_8: 3Z3IALCF

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/3Z3IALCFRE2WGTYWUGKAXGRJXK \
  | 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: de76802c458935634f16a1940b9a29baadb7cd22d059b8f5faa20ea05ebbeb9b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d558a59dcd49b398cbe834bdfda66c4d61622c76b3c6276098c4e011747b64cf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-06T13:41:59Z",
    "title_canon_sha256": "944a8bf58b398e2f69c635a6591644f842d68ce782b44d87d4c05a43cd95ed57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.03533",
    "kind": "arxiv",
    "version": 1
  }
}