Pith Number

pith:LWKVH725

pith:2022:LWKVH7252RE4JZMZDRVCLHA56C

not attested not anchored not stored refs pending

Rate-Convergence Tradeoff of Federated Learning over Wireless Channel

Ayoob Salari, Branka Vucetic, Mahyar Shirvanimoghaddam, Sarah Johnson

arxiv:2205.04672 v1 · 2022-05-10 · cs.IT · eess.SP · 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{LWKVH7252RE4JZMZDRVCLHA56C}

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	2026-07-05T04:22:09.305680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d9553ff5dd449c4e5991c6a259c1df0810da8e8ab9bc63c3f44d07aae96898a

Aliases

arxiv: 2205.04672 · arxiv_version: 2205.04672v1 · doi: 10.48550/arxiv.2205.04672 · pith_short_12: LWKVH7252RE4 · pith_short_16: LWKVH7252RE4JZMZ · pith_short_8: LWKVH725

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/LWKVH7252RE4JZMZDRVCLHA56C \
  | 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: 5d9553ff5dd449c4e5991c6a259c1df0810da8e8ab9bc63c3f44d07aae96898a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90fc27baf97203f6db2f00d17aff47816583448b8c23039b133e75daec906781",
    "cross_cats_sorted": [
      "eess.SP",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2022-05-10T04:55:28Z",
    "title_canon_sha256": "e9ec3534f7ace8dcc5fda8320568fbaeadcb8323a7ee1342325e44548dac32cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.04672",
    "kind": "arxiv",
    "version": 1
  }
}