Titolo: New Approaches to Data Analytics and Internet of Things Through Digital Twin (Advances in Systems Analysis, Software Engineering, and High Performance Computing)
Editore: IGI Global
Data di pubblicazione: 2022
Lingua: Inglese
ISBN 10: 1668457229
ISBN 13: 9781668457221
Rilegatura: Rilegato
Condizione: New

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Riassunto

Even though many data analytics tools have been developed in the past years, their usage in the field of cyber twin warrants new approaches that consider various aspects including unified data representation, zero-day attack detection, data sharing across threat detection systems, real-time analysis, sampling, dimensionality reduction, resource-constrained data processing, and time series analysis for anomaly detection. Further study is required to fully understand the opportunities, benefits, and difficulties of data analytics and the internet of things in today's modern world.

New Approaches to Data Analytics and Internet of Things Through Digital Twin considers how data analytics and the internet of things can be used successfully within the field of digital twin as well as the potential future directions of these technologies. Covering key topics such as edge networks, deep learning, intelligent data analytics, and knowledge discovery, this reference work is ideal for computer scientists, industry professionals, researchers, scholars, practitioners, academicians, instructors, and students.

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