Pith Number

pith:3LWG3S3E

pith:2026:3LWG3S3EA3V2X2GTGCH44COCJK

not attested not anchored not stored refs pending

GAPSL: A Gradient-Aligned Parallel Split Learning over Data-Heterogeneous Edge Computing Systems

Ons Aouedi, Symeon Chatzinotas, Wei Ni, Xianhao Chen, Yue Gao, Zheng Lin, Zihan Fang

arxiv:2603.18540 v2 · 2026-03-19 · 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{3LWG3S3EA3V2X2GTGCH44COCJK}

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

SwarmSense-DNN: A Trustworthy and Decentralized Neural Framework for Proactive Anomaly Defense in Consumer IoT

FluxShard: Motion-Aware Feature Cache Reuse for Collaborative Video Analytics in Mobile Edge Computing

Receipt and verification

First computed	2026-08-04T02:40:24.184918Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

daec6dcb6406ebabe8d3308fce09c24abb30af8d7cf1a75db6110177818e10f0

Aliases

arxiv: 2603.18540 · arxiv_version: 2603.18540v2 · doi: 10.48550/arxiv.2603.18540 · pith_short_12: 3LWG3S3EA3V2 · pith_short_16: 3LWG3S3EA3V2X2GT · pith_short_8: 3LWG3S3E

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/3LWG3S3EA3V2X2GTGCH44COCJK \
  | 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: daec6dcb6406ebabe8d3308fce09c24abb30af8d7cf1a75db6110177818e10f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf07eaf7d3aa7947272dd05e3881253cf690c22b6c5bf5141b291004891671e1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-03-19T06:51:05Z",
    "title_canon_sha256": "34368259a52f261a322ea67ec81e9c5a98dbc49e06cddef2cc33072fbef429d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.18540",
    "kind": "arxiv",
    "version": 2
  }
}