Pith Number

pith:ICVSJGCA

pith:2024:ICVSJGCAAE5TE6BRI2P4KPCKC3

not attested not anchored not stored refs pending

Efficient Model Compression for Hierarchical Federated Learning

Junbo Wang, Qinglin Yang, Songcan Yu, Xi Zhu

arxiv:2405.17522 v1 · 2024-05-27 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ICVSJGCAAE5TE6BRI2P4KPCKC3}

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

Federated Split Learning with Improved Communication and Storage Efficiency

Receipt and verification

First computed	2026-07-05T08:24:07.995734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40ab249840013b327831469fc53c4a16fc39f1dc624519c26d686a29a5797784

Aliases

arxiv: 2405.17522 · arxiv_version: 2405.17522v1 · doi: 10.48550/arxiv.2405.17522 · pith_short_12: ICVSJGCAAE5T · pith_short_16: ICVSJGCAAE5TE6BR · pith_short_8: ICVSJGCA

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/ICVSJGCAAE5TE6BRI2P4KPCKC3 \
  | 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: 40ab249840013b327831469fc53c4a16fc39f1dc624519c26d686a29a5797784

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3e8e2239568b79a02dc2267b3d36904f1a533ea7a54de4f447fb7370e7a8a1c",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-27T12:17:47Z",
    "title_canon_sha256": "03195e9156ec4eac5fc980f0efba6ece20fcdfe23e3781f2952d770cbb4a7295"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17522",
    "kind": "arxiv",
    "version": 1
  }
}