Pith Number

pith:IABVUF7U

pith:2024:IABVUF7U7CQZ5BXMF3U5W4OP3T

not attested not anchored not stored refs pending

Digital versus Analog Transmissions for Federated Learning over Wireless Networks

H. Vincent Poor, Jiacheng Yao, Mehdi Bennis, Wei Xu, Xiaohu You, Zhaohui Yang

arxiv:2402.09657 v1 · 2024-02-15 · cs.IT · cs.LG · cs.NI · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IABVUF7U7CQZ5BXMF3U5W4OP3T}

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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

ReMAC:Digital Multiple Access Computing by Repeated Transmission

Receipt and verification

First computed	2026-07-05T09:21:41.544649Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40035a17f4f8a19e86ec2ee9db71cfdce8be2855ff1dcf962c522e05ffd0acd4

Aliases

arxiv: 2402.09657 · arxiv_version: 2402.09657v1 · doi: 10.48550/arxiv.2402.09657 · pith_short_12: IABVUF7U7CQZ · pith_short_16: IABVUF7U7CQZ5BXM · pith_short_8: IABVUF7U

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/IABVUF7U7CQZ5BXMF3U5W4OP3T \
  | 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: 40035a17f4f8a19e86ec2ee9db71cfdce8be2855ff1dcf962c522e05ffd0acd4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a20bc02bb76761b2630c6dccca76c859433d82a88f641634420cb80381dcc9a",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NI",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2024-02-15T01:50:46Z",
    "title_canon_sha256": "c203a0b06cfeb502da813c0ab0918c1cb4aac96e29542d4b472d3805cdc68695"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09657",
    "kind": "arxiv",
    "version": 1
  }
}