Pith Number

pith:K56GBRG5

pith:2024:K56GBRG53F55LPGQ76L7PEXP3A

not attested not anchored not stored refs pending

Leveraging Federated Learning and Edge Computing for Recommendation Systems within Cloud Computing Networks

Hanzhe Li, Jingxiao Tian, Xiangxiang Wang, Yaqian Qi, Yuan Feng

arxiv:2403.03165 v2 · 2024-03-05 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K56GBRG53F55LPGQ76L7PEXP3A}

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	2026-07-05T07:55:29.177661Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

577c60c4ddd97bd5bcd0ff97f792efd826726f3ea6561ebaaf32c85cca9626ad

Aliases

arxiv: 2403.03165 · arxiv_version: 2403.03165v2 · doi: 10.48550/arxiv.2403.03165 · pith_short_12: K56GBRG53F55 · pith_short_16: K56GBRG53F55LPGQ · pith_short_8: K56GBRG5

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/K56GBRG53F55LPGQ76L7PEXP3A \
  | 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: 577c60c4ddd97bd5bcd0ff97f792efd826726f3ea6561ebaaf32c85cca9626ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcbbb9a1902fb7191a656eed88f59ebd854f3c8c2e89103abf0ee9106b5c3703",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-03-05T17:58:26Z",
    "title_canon_sha256": "5ae2b2195a7880027b4cbee3b02309ad5c26102914747457bc9864882e363ebc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.03165",
    "kind": "arxiv",
    "version": 2
  }
}