Pith Number

pith:ERASEKMY

pith:2025:ERASEKMY3IIPNEUJHLPRMQJ32A

not attested not anchored not stored refs pending

Federated Learning for Large-Scale Cloud Robotic Manipulation: Opportunities and Challenges

Chanh Nguyen, Florian T. Pokorny, Monowar Bhuyan, Obaidullah Zaland

arxiv:2507.17903 v1 · 2025-07-23 · 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{ERASEKMY3IIPNEUJHLPRMQJ32A}

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	2026-07-05T11:42:37.278780Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2441222998da10f692893adf16413bd02400e2342cf8f240b2544261bf1868de

Aliases

arxiv: 2507.17903 · arxiv_version: 2507.17903v1 · doi: 10.48550/arxiv.2507.17903 · pith_short_12: ERASEKMY3IIP · pith_short_16: ERASEKMY3IIPNEUJ · pith_short_8: ERASEKMY

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/ERASEKMY3IIPNEUJHLPRMQJ32A \
  | 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: 2441222998da10f692893adf16413bd02400e2342cf8f240b2544261bf1868de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a864325933155792a58afa6dddbf17bedfbaf71d21260d6c3980aff7facb17bb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-23T20:01:36Z",
    "title_canon_sha256": "b62304f2763da190a2627534be2b8334ae07fda98e12ef32b2e4993aa3a8c453"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.17903",
    "kind": "arxiv",
    "version": 1
  }
}