Pith Number

pith:74P3OX7X

pith:2025:74P3OX7XYGHJTRLMNXFIKUUYNJ

not attested not anchored not stored refs pending

SHeRL-FL: When Representation Learning Meets Split Learning in Hierarchical Federated Learning

Dung T. Tran, Kok-Seng Wong, Nguyen B. Ha, Van-Dinh Nguyen

arxiv:2508.08339 v1 · 2025-08-11 · 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{74P3OX7XYGHJTRLMNXFIKUUYNJ}

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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

QSplitFL: Capability Aware Deep Q-Learning for Optimal Split Point Selection in Split Federated Learning

Receipt and verification

First computed	2026-07-05T11:52:26.462037Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff1fb75ff7c18e99c56c6dca8552986a63978387a156bbdd7cd74e2663ab25f2

Aliases

arxiv: 2508.08339 · arxiv_version: 2508.08339v1 · doi: 10.48550/arxiv.2508.08339 · pith_short_12: 74P3OX7XYGHJ · pith_short_16: 74P3OX7XYGHJTRLM · pith_short_8: 74P3OX7X

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/74P3OX7XYGHJTRLMNXFIKUUYNJ \
  | 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: ff1fb75ff7c18e99c56c6dca8552986a63978387a156bbdd7cd74e2663ab25f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e955499153655f20b108a98a5d30cef17490896b2a85b6e70b0bc894834bd329",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-11T04:13:56Z",
    "title_canon_sha256": "bca2026eefd0691a6d0117c09b5c6feaf814bfa2a87fe72044e02140e8864eff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08339",
    "kind": "arxiv",
    "version": 1
  }
}