Pith Number

pith:NNVENQFL

pith:2022:NNVENQFLZU6Z2MXR2B7HJ4GJEK

not attested not anchored not stored refs pending

On-device Training: A First Overview on Existing Systems

Fatemeh Rahimian, JeongGil Ko, Shuai Zhu, Thiemo Voigt

arxiv:2212.00824 v3 · 2022-12-01 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NNVENQFLZU6Z2MXR2B7HJ4GJEK}

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

P3SL: Personalized Privacy-Preserving Split Learning on Heterogeneous Edge Devices

Receipt and verification

First computed	2026-07-05T09:09:49.991578Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b6a46c0abcd3d9d32f1d07e74f0c9229e262ae3f5ebf1fa5b45a7e7784b7dc0

Aliases

arxiv: 2212.00824 · arxiv_version: 2212.00824v3 · doi: 10.48550/arxiv.2212.00824 · pith_short_12: NNVENQFLZU6Z · pith_short_16: NNVENQFLZU6Z2MXR · pith_short_8: NNVENQFL

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/NNVENQFLZU6Z2MXR2B7HJ4GJEK \
  | 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: 6b6a46c0abcd3d9d32f1d07e74f0c9229e262ae3f5ebf1fa5b45a7e7784b7dc0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "330daf552efc0a820a1bcc0f9dc2d044c8fe221cbe5a26d31559e1aac5bcb6a3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-01T19:22:29Z",
    "title_canon_sha256": "6f10e94ca2bc1663f3fd2bd1b90e552579773f69aff3eea8d1788b6cbe5ad107"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.00824",
    "kind": "arxiv",
    "version": 3
  }
}