Pith Number

pith:KLX2ZTAR

pith:2024:KLX2ZTARTCSLMLKZV7OLQQ6YOE

not attested not anchored not stored refs pending

Federated Split Learning with Model Pruning and Gradient Quantization in Wireless Networks

Dongyu Wang, Junhe Zhang, Wanli Ni

arxiv:2412.06414 v2 · 2024-12-09 · cs.LG · cs.DC · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KLX2ZTARTCSLMLKZV7OLQQ6YOE}

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	2026-07-05T09:46:56.614595Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52efaccc1198a4b62d59afdcb843d871183424eb1b703c85ac0674586a5f2a41

Aliases

arxiv: 2412.06414 · arxiv_version: 2412.06414v2 · doi: 10.48550/arxiv.2412.06414 · pith_short_12: KLX2ZTARTCSL · pith_short_16: KLX2ZTARTCSLMLKZ · pith_short_8: KLX2ZTAR

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/KLX2ZTARTCSLMLKZV7OLQQ6YOE \
  | 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: 52efaccc1198a4b62d59afdcb843d871183424eb1b703c85ac0674586a5f2a41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4648d573624624b89c27821e3e9aeb56bcbc8804101bafcf8b4705eb6e9bf0a",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-09T11:43:03Z",
    "title_canon_sha256": "3e4aafaeb6776f8bdd860269a9840b2abd705f5468229024c95cd7d00f60ec77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06414",
    "kind": "arxiv",
    "version": 2
  }
}