Pith Number

pith:RTZQJDP2

pith:2023:RTZQJDP2XEQ24DMNAHBBKELNWM

not attested not anchored not stored refs pending

Serverless Federated Learning with flwr-serverless

Krishi Sharma, Reese Green, Sanjeev V. Namjoshi, Zhangzhang Si

arxiv:2310.15329 v1 · 2023-10-23 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RTZQJDP2XEQ24DMNAHBBKELNWM}

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	2026-07-05T07:04:24.661952Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cf3048dfab921ae0d8d01c215116db3131854c0119a3b75ef7c2d8c19ca5874

Aliases

arxiv: 2310.15329 · arxiv_version: 2310.15329v1 · doi: 10.48550/arxiv.2310.15329 · pith_short_12: RTZQJDP2XEQ2 · pith_short_16: RTZQJDP2XEQ24DMN · pith_short_8: RTZQJDP2

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/RTZQJDP2XEQ24DMNAHBBKELNWM \
  | 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: 8cf3048dfab921ae0d8d01c215116db3131854c0119a3b75ef7c2d8c19ca5874

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e72e56c25ec9300d2b91398a76eaf14b7aa6e1b35332aa8f7f512f0e9c4f9825",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-23T19:49:59Z",
    "title_canon_sha256": "38a84cd9eef253c747549da87e8b2094e5d442c0ad99354edcaf3a86b808b1b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.15329",
    "kind": "arxiv",
    "version": 1
  }
}