Pith Number

pith:DQEM6HZY

pith:2025:DQEM6HZY3WKULLXGPUUVTE5Q7U

not attested not anchored not stored refs pending

REDUS: Adaptive Resampling for Efficient Deep Learning in Centralized and Federated IoT Networks

Eyad Gad, Gad Gad, Mohamed I. Ibrahem, Mostafa M. Fouda, Muhammad Ismail, Zubair Md Fadlullah

arxiv:2507.02021 v1 · 2025-07-02 · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DQEM6HZY3WKULLXGPUUVTE5Q7U}

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	2026-07-05T11:31:10.834203Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c08cf1f38dd9545aee67d295993b0fd2f5c508765ae42aa5cf12690dd694b2d

Aliases

arxiv: 2507.02021 · arxiv_version: 2507.02021v1 · doi: 10.48550/arxiv.2507.02021 · pith_short_12: DQEM6HZY3WKU · pith_short_16: DQEM6HZY3WKULLXG · pith_short_8: DQEM6HZY

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/DQEM6HZY3WKULLXGPUUVTE5Q7U \
  | 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: 1c08cf1f38dd9545aee67d295993b0fd2f5c508765ae42aa5cf12690dd694b2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "736018a4205427f0f72460a6814cee0b7b2f73a39de3f69561df0505174dff43",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-07-02T14:41:25Z",
    "title_canon_sha256": "b8b62de0a22fc3ab2ba214da7af870da3bf4115d74e50d45e82112126808e7ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.02021",
    "kind": "arxiv",
    "version": 1
  }
}