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Rabbia Idrees

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Review Open access Aug 2026

IoT data quality: a review of cross-layer challenges, infrastructure impact, and blockchain integration opportunities

A unified, cross-layer analysis of the factors affecting data quality in Internet of Things (IoT) ecosystems-spanning architectural, analytical, strategic, and brokerage components is presented, with a focus on the Publish–Subscribe (PS) communication model.

Rabbia Idrees, Muhammad Bilal Amin · 0 citations

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