Pith Number

pith:ARGHWCSA

pith:2023:ARGHWCSAE6AAL6ZLESUGYPKLZQ

not attested not anchored not stored refs pending

Decentralized Learning over Wireless Networks: The Effect of Broadcast with Random Access

Erik G. Larsson, Martin Dahl, Zheng Chen

arxiv:2305.07368 v2 · 2023-05-12 · cs.NI · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ARGHWCSAE6AAL6ZLESUGYPKLZQ}

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.

Cited by

1 paper in Pith

Ubiquitous Intelligence Via Wireless Network-Driven LLMs Evolution

Receipt and verification

First computed	2026-07-05T06:28:36.860511Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

044c7b0a40278005fb2b24a86c3d4bcc1900586080859a717433bd46a073460b

Aliases

arxiv: 2305.07368 · arxiv_version: 2305.07368v2 · doi: 10.48550/arxiv.2305.07368 · pith_short_12: ARGHWCSAE6AA · pith_short_16: ARGHWCSAE6AAL6ZL · pith_short_8: ARGHWCSA

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/ARGHWCSAE6AAL6ZLESUGYPKLZQ \
  | 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: 044c7b0a40278005fb2b24a86c3d4bcc1900586080859a717433bd46a073460b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89c5e2dd44cec5ad7b372a4fb51ae4f1194fd4e398a5e82ae0187466c1cd59e7",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2023-05-12T10:32:26Z",
    "title_canon_sha256": "d7471cd7b22108bb6e2275439f9b14ff514e8b4b5332d1353d77de2b335a7c63"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.07368",
    "kind": "arxiv",
    "version": 2
  }
}