Pith Number

pith:UHOCY3UY

pith:2023:UHOCY3UYBNJHNNB25YC77PFOEC

not attested not anchored not stored refs pending

FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things

Dong Zhao, Hui Shen, JeongGil Ko, Kiran Somasundaram, Mi Zhang, Salman Avestimehr, Samiul Alam, Shrikanth S. Narayanan, Tiantian Feng, Tuo Zhang, Zhichao Cao

arxiv:2310.00109 v3 · 2023-09-29 · cs.LG · cs.DC · cs.DL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UHOCY3UYBNJHNNB25YC77PFOEC}

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

FedGrAINS: Personalized SubGraph Federated Learning with Adaptive Neighbor Sampling

Receipt and verification

First computed	2026-07-05T08:57:52.685361Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a1dc2c6e980b5276b43aee05ffbcae20a4c28724ecfa95e7ca05d08ca7bad36f

Aliases

arxiv: 2310.00109 · arxiv_version: 2310.00109v3 · doi: 10.48550/arxiv.2310.00109 · pith_short_12: UHOCY3UYBNJH · pith_short_16: UHOCY3UYBNJHNNB2 · pith_short_8: UHOCY3UY

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/UHOCY3UYBNJHNNB25YC77PFOEC \
  | 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: a1dc2c6e980b5276b43aee05ffbcae20a4c28724ecfa95e7ca05d08ca7bad36f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80173318e004df4d9f7031df03a5c25bbc93b8843350b36370bd62934981f56e",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.DL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-29T19:46:56Z",
    "title_canon_sha256": "94ffadbf147b327ee004c8669df2b174fc6fc10821102b1872324970446fc883"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.00109",
    "kind": "arxiv",
    "version": 3
  }
}