Pith Number

pith:G2Y42EHB

pith:2023:G2Y42EHBKHVIUKV5WQYMKVMPVP

not attested not anchored not stored refs pending

Divide-and-Conquer the NAS puzzle in Resource Constrained Federated Learning Systems

Hyoungseob Park, Priyadarshini Panda, Yeshwanth Venkatesha, Youngeun Kim

arxiv:2305.07135 v1 · 2023-05-11 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G2Y42EHBKHVIUKV5WQYMKVMPVP}

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	2026-07-05T06:09:23.087119Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36b1cd10e151ea8a2abdb430c5558fabd317bfd96903e99b2121a6aa4f74aea3

Aliases

arxiv: 2305.07135 · arxiv_version: 2305.07135v1 · doi: 10.48550/arxiv.2305.07135 · pith_short_12: G2Y42EHBKHVI · pith_short_16: G2Y42EHBKHVIUKV5 · pith_short_8: G2Y42EHB

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/G2Y42EHBKHVIUKV5WQYMKVMPVP \
  | 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: 36b1cd10e151ea8a2abdb430c5558fabd317bfd96903e99b2121a6aa4f74aea3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "164479e9f2c261e1d8f19f1d4dad84aa5ee462dddd8def93080b7c9e6eb61ad6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-11T20:57:29Z",
    "title_canon_sha256": "ebb38d3383f01499026b26662de6fe3ceda223b1c27b868fee1dae78aa859937"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.07135",
    "kind": "arxiv",
    "version": 1
  }
}