Empowering Iot with Big Data Analytics

Herausgeber: Serhani, Mohamed Adel; Maamar, Zakaria; Xu, Yang

• Broschiertes Buch

Produktbeschreibung

Empowering IoT with Big Data Analytics provides comprehensive coverage of major topics, tools, and techniques related to empowering IoT with big data technologies and big data analytics solutions, thus allowing for better processing, analysis, protection, distribution, and visualization of data for the benefit of IoT applications and second, a better deployment of IoT applications on the ground. This book covers big data in the IoT era, its application domains, current state-of-the-art in big data and IoT technologies, standards, platforms, and solutions. This book provides a holistic view of the big data value-chain for IoT, including storage, processing, protection, distribution, analytics, and visualization. Big data is a multi-disciplinary topic involving handling intensive, continuous, and heterogeneous data retrieved from different sources including sensors, social media, and embedded systems. The emergence of Internet of Things (IoT) and its application to many domains has led to the generation of huge amounts of both structured and unstructured data often referred to as big data.

Produktdetails

• Verlag: Elsevier Health Sciences
• Seitenzahl: 300
• Erscheinungstermin: 1. November 2024
• Englisch
• ISBN-13: 9780443216404
• ISBN-10: 0443216401
• Artikelnr.: 69728651

Inhaltsangabe

1. Introduction: Foundations of IoT and Big data 2. Big Data Analytics for
IoT: Technologies, Importance, and Algorithms 3. Machine learning models
for sensory data analytics 4. Applications of Big data analytics in IoT 5.
Security and privacy of IoT applications 6. Big data Quality Assessment in
the IoT era 7. Cloud/edge provisioning to support big data and IoT 8.
Blockchain and AI: A Dual Strategy for IoT security 9. Networks and
Implementation tools for IoT and Big Data. 10. IoT for Critical Big data
Applications 11. Case studies of Big Data applications for IoT 12. New
trends in big data and IoT applications and solutions 13. Exploring the
Convergence of IoT and Big Data Technologies in the Age of Generative
Artificial Intelligence