Intelligent Edge Computing for Cyber Physical Applications (Intelligent Data-Centric Systems) - Softcover

Softcover

ISBN 10: 0323994121 ISBN 13: 9780323994125

Publisher: Academic Press, 2023

Synopsis

Intelligent Edge Computing for Cyber Physical Applications introduces state-of-the-art research methodologies, tools and techniques, challenges, and solutions with further research opportunities in the area of edge-based cyber-physical systems. The book presents a comprehensive review of recent literature and analysis of different techniques for building edge-based CPS. In addition, it describes how edge-based CPS can be built to seamlessly interact with physical machines for optimal performance, covering various aspects of edge computing architectures for dynamic resource provisioning, mobile edge computing, energy saving scenarios, and different security issues.

Sections feature practical use cases of edge-computing which will help readers understand the workings of edge-based systems in detail, taking into account the need to present intellectual challenges while appealing to a broad readership, including academic researchers, practicing engineers and managers, and graduate students.

• Introduces and provides reviews on cyber physical and edge computing systems, with different architectures and models needed to address sustainable solutions to social, environmental and economic applications
• Presents the different architectures of edge computing for building cyber physical systems with dynamic resource provisioning and security solutions
• Provides AI based perspectives to edge-based cyber physical systems with different algorithms and AI based security solutions
• Covers different case studies and applications in detail, with real-life examples and possible challenges that can be encountered
• Offers perspectives for the design, development and commissioning of intelligent edge-based cyber physical systems

About this title

About the Authors

Dr. D. Jude Hemanth is currently working as a professor in Department of ECE, Karunya University, Coimbatore, India. He also holds the position of “Visiting Professor” in Faculty of Electrical Engineering and Information Technology, University of Oradea, Romania. He also serves as the “Research Scientist” of Computational Intelligence and Information Systems (CI2S) Lab, Argentina; LAPISCO research lab, Brazil; RIADI Lab, Tunisia; Research Centre for Applied Intelligence, University of Craiova, Romania and e-health and telemedicine group, University of Valladolid, Spain.
Dr. Hemanth received his B.E degree in ECE from Bharathiar University in 2002, M.E degree in communication systems from Anna University in 2006 and Ph.D. from Karunya University in 2013. He has published 37 edited books with reputed publishers such as Elsevier, Springer and IET. His research areas include Computational Intelligence and Image processing. He has authored more than 200 research papers in reputed SCIE indexed International Journals and Scopus indexed International Conferences.

Prof. Brij B. Gupta is working as Director of the International Center for AI and Cyber Security Research and Innovations (CCRI), and Distinguished Professor with the Department of Computer Science and Information Engineering (CSIE), Asia University, Taiwan. In more than 20 years of professional experience, he has published over 600 papers in reputed journals and conferences, authored/edited 35 books, and holds 12 patents. His work has received over 35,000 citations to date. He has been the recipient of numerous prestigious national and international awards, including the Canadian Commonwealth Scholarship (2009), Faculty Research Fellowship Award (2017) from MeitY, Government of India, IEEE GCCE Outstanding Paper Award, IEEE WIE Best Paper Award, and Best Faculty Awards (2018 & 2019). Prof. Gupta has been recognized in Clarivate Web of Science's Highly Cited Researchers list in Computer Science (top 0.1% globally) in both 2022 and 2023. He has also been included in Stanford University's global ranking of the top 2% scientists for five consecutive years (2020–2024). He is a Senior Member of IEEE since 2017 and was selected as an IEEE CTSoc Distinguished Lecturer in 2021. He served as Member-in-Large on the Board of Governors for the IEEE Consumer Technology Society (2022–2024). He leads several journals as Editor-in-Chief, including IJSWIS, IJSSCI, and IJCAC, and serves as the lead editor for book series with CRC Press and IET Press. His research interests span information security, cyber-physical systems, cloud computing, blockchain, intrusion detection, artificial intelligence, social media, and network security.

Dr. Mohamed Elhoseny is an Associate Professor at the University of Sharjah, UAE. Dr. Elhoseny is an ACM Distinguished Speaker and IEEE Senior Member. His research interests include Smart Cities, Network Security, Artificial Intelligence, Internet of Things, and Intelligent Systems. Dr. Elhoseny is the founder and the Editor-in-Chief of the IJSSTA journal published by IGI Global, as well as Associate Editor at several Q1 journals such as IEEE Access, Scientific Reports, IEEE Future Directions, Remote Sensing, International Journal of E-services and Mobile Applications and Human-centric Computing and Information Sciences. He has also served as the co-chair, publication chair, program chair, and a track chair for several international conferences published by recognized publishers. Dr. Elhoseny is Editor-in-Chief of two book series, on Sensor Communication for Urban Intelligence and Distributed Sensing and Intelligent Systems.

Prof. Dr. Swati V. Shinde is a professor in Pimpri Chinchwad College of Engineering (PCCoE), Pune, In India.
She has published over 75 research papers in several reputed conferences and journals, two of which are published in the prestigious SCI indexed Science Q1 Elsevier journals. Dr. Shinde is recipient of four Best Paper Awards in different IEEE Conferences, and has filed four research patents. Her research interests include Machine Learning, Deep Learning, Soft Computing, Artificial Neural Network and Fuzzy Logic.

From the Back Cover

Cyber physical systems (CPS) integrates computing, modern networks, and physical processes together to offer smart services to end users. Many such existing systems are based on cloud computing architectures. In such situations, edge computing is needed to access data center clouds for every user request to avoid hampering quality of service. Edge-based CPS is more efficient because it reduces remote access to centralized cloud systems by localizing data and services near the end user’s location. Use of AI makes such systems smarter, and understanding intelligent edge-based CPS is important for building and deploying such systems.

Intelligent Edge Computing for Cyber Physical Applications introduces state-of-the-art research methodologies, tools and techniques, challenges, and solutions with further research opportunities in the area of edge-based cyber-physical systems. It presents a comprehensive review of recent literature and analysis of different techniques for building edge-based CPS. The book also describes how edge-based CPS can be built to seamlessly interact with physical machines for optimal performance, covering various aspects of edge computing architectures for dynamic resource provisioning, mobile edge computing, energy saving scenarios, and different security issues. The book also features practical use cases of edge-computing which will help readers to understand the workings of edge-based systems in detail, taking into account the need to present intellectual challenges while appealing to a broad readership, including academic researchers, practicing engineers and managers, and graduate students.

Edition details

• Publisher: Academic Press
• Publication date: 2023
• Language: English
• ISBN 10: 0323994121
• ISBN 13: 9780323994125
• Binding: Paperback
• Edition number: 1
• Number of pages: 254
• Editor: Hemanth B.E. M.E. Ph.D D. Jude, Gupta PhD Brij B., Elhoseny Ph.D Mohamed, Shinde Swati Vijay