Pith Number

pith:E6Z7EW6L

pith:2025:E6Z7EW6LHA6EOJ7S6PQUAEVWTQ

not attested not anchored not stored refs pending

Caching Techniques for Reducing the Communication Cost of Federated Learning in IoT Environments

Ahmad Alhonainy (1), Praveen Rao (1) ((1) University of Missouri, USA)

arxiv:2507.17772 v1 · 2025-07-19 · cs.DC · cs.AI · cs.CV · 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{E6Z7EW6LHA6EOJ7S6PQUAEVWTQ}

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	2026-07-05T11:42:34.836524Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27b3f25bcb383c4727f2f3e14012b69c121e8c61eaf5572d3aa01e245ef4a7cd

Aliases

arxiv: 2507.17772 · arxiv_version: 2507.17772v1 · doi: 10.48550/arxiv.2507.17772 · pith_short_12: E6Z7EW6LHA6E · pith_short_16: E6Z7EW6LHA6EOJ7S · pith_short_8: E6Z7EW6L

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/E6Z7EW6LHA6EOJ7S6PQUAEVWTQ \
  | 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: 27b3f25bcb383c4727f2f3e14012b69c121e8c61eaf5572d3aa01e245ef4a7cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10eefaf89fe618ec15c380125f66dc95521a414fa29ce225d3f130f2385a903e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-07-19T17:02:15Z",
    "title_canon_sha256": "20fcd5f693002e8f7b49ce9e6aeae21d0b2e58b8bf02616fe1d2adc837f17e0e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.17772",
    "kind": "arxiv",
    "version": 1
  }
}