pith. sign in
Pith Number

pith:6UYJMEGO

pith:2022:6UYJMEGOUYHVUNUI7Q4DFPMNQE
not attested not anchored not stored refs pending

Machine Learning Aided Holistic Handover Optimization for Emerging Networks

Adnan Abu-Dayya, Ali Imran, Marvin Manalastas, Muhammad Umar Bin Farooq, Syed Muhammad Asad Zaidi

arxiv:2202.02851 v1 · 2022-02-06 · cs.NI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6UYJMEGOUYHVUNUI7Q4DFPMNQE}

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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 2026-07-05T05:01:37.358339Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f5309610cea60f5a3688fc3832bd8d81067035c2d9a5b65bd53a2e43062a9220

Aliases

arxiv: 2202.02851 · arxiv_version: 2202.02851v1 · doi: 10.48550/arxiv.2202.02851 · pith_short_12: 6UYJMEGOUYHV · pith_short_16: 6UYJMEGOUYHVUNUI · pith_short_8: 6UYJMEGO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6UYJMEGOUYHVUNUI7Q4DFPMNQE \
  | 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: f5309610cea60f5a3688fc3832bd8d81067035c2d9a5b65bd53a2e43062a9220
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "cc4f70853eab5324c162207184ebcef422364eb58d7940efdcc9a63f4b263d9b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2022-02-06T21:04:38Z",
    "title_canon_sha256": "553f4b06ab5c974b728fd29015141ac70d74173b235f592490d0f6168be90747"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.02851",
    "kind": "arxiv",
    "version": 1
  }
}