Pith Number

pith:ZCBXRPZQ

pith:2023:ZCBXRPZQGERIEFYC5VKECX3IOT

not attested not anchored not stored refs pending

Federated Learning over a Wireless Network: Distributed User Selection through Random Access

Ce Zheng, Chen Sun, Lingjuan Lyu, Shiyao Ma, Songtao Wu, Tao Cui

arxiv:2307.03758 v1 · 2023-07-07 · cs.LG · cs.AI · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZCBXRPZQGERIEFYC5VKECX3IOT}

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	2026-07-05T09:06:54.278921Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c88378bf303122821702ed54415f6874dcc929c08278d6be612ff001be830054

Aliases

arxiv: 2307.03758 · arxiv_version: 2307.03758v1 · doi: 10.48550/arxiv.2307.03758 · pith_short_12: ZCBXRPZQGERI · pith_short_16: ZCBXRPZQGERIEFYC · pith_short_8: ZCBXRPZQ

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/ZCBXRPZQGERIEFYC5VKECX3IOT \
  | 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: c88378bf303122821702ed54415f6874dcc929c08278d6be612ff001be830054

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "729209d89a2dd399435b0f56ddcd5a3c48f7ebec45c8bdca371a880b526ab423",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-07T02:14:46Z",
    "title_canon_sha256": "644016d723461835018ec8382692f8e150265b31f1874cf75c57c410eb357aac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.03758",
    "kind": "arxiv",
    "version": 1
  }
}