Pith Number

pith:YPZNFLK5

pith:2021:YPZNFLK5G2WDCANC3HN2QEXMN4

not attested not anchored not stored refs pending

Efficient Federated Learning for AIoT Applications Using Knowledge Distillation

Jun Xia, Mingsong Chen, Shui Yu, Tian Liu, Xin Fu, Zhiwei Ling

arxiv:2111.14347 v2 · 2021-11-29 · 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{YPZNFLK5G2WDCANC3HN2QEXMN4}

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	2026-07-05T04:22:39.562942Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3f2d2ad5d36ac3101a2d9dba812ec6f34404a2924c220a5a7579008edd69d60

Aliases

arxiv: 2111.14347 · arxiv_version: 2111.14347v2 · doi: 10.48550/arxiv.2111.14347 · pith_short_12: YPZNFLK5G2WD · pith_short_16: YPZNFLK5G2WDCANC · pith_short_8: YPZNFLK5

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/YPZNFLK5G2WDCANC3HN2QEXMN4 \
  | 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: c3f2d2ad5d36ac3101a2d9dba812ec6f34404a2924c220a5a7579008edd69d60

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a19982cf8f398445e8bb3d317462d42b43c865ce7c171177290730f83bec0b2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-29T06:40:42Z",
    "title_canon_sha256": "26bdf732eea6a26ab2b2170dcfcc4f98d0e5bf775912d38189a0df9e29a883e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.14347",
    "kind": "arxiv",
    "version": 2
  }
}