Pith Number

pith:BABZCZMF

pith:2026:BABZCZMFT3L7NMPNVQZHSU4AKX

not attested not anchored not stored refs pending

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks

Majid Kundroo, Taehong Kim, Tinku Singh

arxiv:2608.07007 v1 · 2026-08-07 · cs.AI · cs.DC · cs.ET · 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{BABZCZMFT3L7NMPNVQZHSU4AKX}

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	2026-08-10T01:12:49.956693Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08039165859ed7f6b1edac3279538055ceb4bab1e802858ce8c76a82c6aa1dba

Aliases

arxiv: 2608.07007 · arxiv_version: 2608.07007v1 · doi: 10.48550/arxiv.2608.07007 · pith_short_12: BABZCZMFT3L7 · pith_short_16: BABZCZMFT3L7NMPN · pith_short_8: BABZCZMF

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/BABZCZMFT3L7NMPNVQZHSU4AKX \
  | 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: 08039165859ed7f6b1edac3279538055ceb4bab1e802858ce8c76a82c6aa1dba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e65448aabfb50dbe141a5707ace663192a3da9ee6e97da1d4e8baf9f867822a3",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.ET",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-07T09:21:37Z",
    "title_canon_sha256": "fc8b1262fa092842cb0f1b3c0333729e742d9e99033a579f067ab3a6923c1128"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.07007",
    "kind": "arxiv",
    "version": 1
  }
}