Pith Number

pith:TSTL4NTN

pith:2020:TSTL4NTNAWQK2JIUF7SM2HLTBP

not attested not anchored not stored refs pending

SplitFed: When Federated Learning Meets Split Learning

Chandra Thapa, Lichao Sun, M.A.P. Chamikara, Seyit Camtepe

arxiv:2004.12088 v5 · 2020-04-25 · 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{TSTL4NTNAWQK2JIUF7SM2HLTBP}

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

2 papers in Pith

Adaptive Joint Compression and Synchronisation in Federated Split Learning for IoT Rainfall Prediction

SplitFT: An Adaptive Federated Split Learning System For LLMs Fine-Tuning

Receipt and verification

First computed	2026-07-05T03:57:39.202505Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ca6be366d05a0ad25142fe4cd1d730bdaf8a28e4aba975dc2c635914ef2c5c5

Aliases

arxiv: 2004.12088 · arxiv_version: 2004.12088v5 · doi: 10.48550/arxiv.2004.12088 · pith_short_12: TSTL4NTNAWQK · pith_short_16: TSTL4NTNAWQK2JIU · pith_short_8: TSTL4NTN

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/TSTL4NTNAWQK2JIUF7SM2HLTBP \
  | 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: 9ca6be366d05a0ad25142fe4cd1d730bdaf8a28e4aba975dc2c635914ef2c5c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "991fa16e040927615c0ac0c3eaccece7921b84a9b80181a798ad512c2d05ca24",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-04-25T08:52:50Z",
    "title_canon_sha256": "b4ac41849eea585664f78b9232e3b8a4d3750a40d79a448cbabc86ccfad4e206"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.12088",
    "kind": "arxiv",
    "version": 5
  }
}