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Author

Manoj Kumar

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#edge computing Book Sep 2026

Big Data Analytics in Industrial IoT Environments

The intersection of Big Data Analytics and Industrial Internet of Things (IIoT) introduces a transformative potential to improve operational efficiency, predictive maintenance, and decision-making in smart industrial systems. But such methods rarely deployed in practice, are not interoperable, and are not scalable. Thi...

C. Madana Kumar Reddy, Smita Gambhire, Manoj Kumar et al. · 0 citations
#federated learning Book Sep 2026

AI-Based Predictive Maintenance in Industrial Systems

This paper describes a novel AI-driven predictive maintenance approach in the context of industrial systems that overcomes the limitations of the existing approaches including high dependency on the availability of data, model complexity and generalisation. With the integration of transformer-based structures, hybrid l...

Angad Singh Ojha, P. Sumathi, Manoj Kumar et al. · 0 citations

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