Pith Number

pith:THD54WNY

pith:2022:THD54WNYJRNYWKBF7JJZ3QGQB2

not attested not anchored not stored refs pending

Semi-Synchronous Personalized Federated Learning over Mobile Edge Networks

Chaoqun You, Daquan Feng, Howard H. Yang, Kun Guo, Tony Q. S. Quek

arxiv:2209.13115 v1 · 2022-09-27 · cs.LG · 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{THD54WNYJRNYWKBF7JJZ3QGQB2}

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	2026-07-05T05:01:06.528765Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

99c7de59b84c5b8b2825fa539dc0d00e830b71ad8061c72ab09e567c59238d1a

Aliases

arxiv: 2209.13115 · arxiv_version: 2209.13115v1 · doi: 10.48550/arxiv.2209.13115 · pith_short_12: THD54WNYJRNY · pith_short_16: THD54WNYJRNYWKBF · pith_short_8: THD54WNY

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/THD54WNYJRNYWKBF7JJZ3QGQB2 \
  | 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: 99c7de59b84c5b8b2825fa539dc0d00e830b71ad8061c72ab09e567c59238d1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40ecd7cb21abb0e98cd1308900af68f9a6fff093e271f0024de3bbd9c2eaed3f",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-27T02:12:43Z",
    "title_canon_sha256": "4454c87867357d89b0a383e7ca6b7f6b7c09177a251505af14b1e590b22e7641"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.13115",
    "kind": "arxiv",
    "version": 1
  }
}