Intelligent Edge Computing for Cyber Physical Applications

Intelligent Edge Computing for Cyber Physical Applications

1st Edition - February 1, 2023

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  • Editors: D. Jude Hemanth, B. Gupta, Mohamed Elhoseny, Swati Shinde
  • Paperback ISBN: 9780323994125

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Description

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.

Key Features

  • 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

Readership

Graduate students, researchers, and professionals in electronic and computer engineering

Table of Contents

  • 1. Introduction to Recent Computing Paradigms
    2. Supervised Machine Learning Techniques to Protect IoT Healthcare Environment against Cyber attacks
    3. Design of A Novel Privacy Preservation Based Cyber Security System (PPCSS) Framework For Secure Medical Data Transactions In Cloud Storage
    4. IOT based BIM Integrated Model for Natural Lighting Energy Management in Smart Homes
    5. Privacy Preserving and Data sharing in Medical Cyber Physical System using Fog Computing
    6. Secure Medical Image Storage And Retrieval For Internet Of Medical Imaging Things Using Blockchain-Enabled Edge Computing
    7. Lane Detection and Path Prediction in Autonomous Vehicle using Deep Learning
    8. Intelligent Auto Pilot Fire Extinguishing Robot
    9. Applicability Of Edge Computing Paradigm For Covid-19 Mitigation
    10. Design and Implementation of UWB based Cyber Physical System for Indoor Localization in Industries Environment
    11. An Application of Intelligent Edge Computing and Machine Learning Algorithms in MBTI Personality Prediction
    12. Techniques Applied  to Increase Soil Fertility in smart Agriculture

Product details

  • No. of pages: 315
  • Language: English
  • Copyright: © Academic Press 2023
  • Published: February 1, 2023
  • Imprint: Academic Press
  • Paperback ISBN: 9780323994125

About the Editors

D. Jude Hemanth

Dr. D. Jude Hemanth received his PhD in Medical Image Analysis Using Soft Computing Techniques from Karunya University, India. He currently is an Associate Professor at Karunya University with research interests in Soft Computing, Biomedical Image Processing, and Optimization Techniques. He lectures on Biomedical Instrumentation, Neural Networks, Fuzzy Systems, Soft Computing, Digital Image Processing, and Multimedia Compression Techniques. He has been a prolific author and editor of many books and book chapters, including Nature Inspired Optimization Techniques for Image Processing Applications, Springer; Imaging and Sensing for Unmanned Aerial Vehicles, Institution of Engineering and Technology; Intelligent Data Communication Technologies and Internet of Things, Springer; Artificial Intelligence Techniques for Satellite Image Analysis, Springer, Emerging Trends in Computing and Expert Technology, Springer; Artificial Intelligence Techniques for Medical Image Analysis, VDM Verlag; Intelligent Data Analysis for Biomedical Applications, Academic Press; and Telemedicine Technologies, Academic Press, among others.

Affiliations and Expertise

Professor, Karunya University, Tamil Nadu, India

B. Gupta

Prof. Brij B. Gupta is the of the Director of International Center for AI and Cyber Security Research, Incubation and Innovations, and Full Professor with the Department of Computer Science and Information Engineering (CSIE), Asia University, Taiwan. His research interests include information security, Cyber physical systems, cloud computing, blockchain technologies, intrusion detection, AI, social media and networking. In more than 17 years, he published over 450 papers in journals/conferences including 25 books and 10 Patents with over 15000 citations. He has received numerous national and international awards. He is also selected in the 2021 and 2020 Stanford University's ranking of the world's top 2% scientists. He is also an IEEE Senior Member (2017) and also selected as 2021 Distinguished Lecturer in IEEE CTSoc. Dr Gupta is also serving as Member-in-Large, Board of Governors, IEEE Consumer Technology Society (2022-2024).

Affiliations and Expertise

Director, International Center for AI and Cyber Security Research, Incubation and Innovations, and Full Professor with the Department of Computer Science and Information Engineering (CSIE), Asia University, Taiwan

Mohamed Elhoseny

Dr. Mohamed Elhoseny is currently an assistant professor at the Faculty of Computers and Information, Mansoura University and a researcher at the CoVIS Lab, Department of Computer Science and Engineering, University of North Texas. Dr. Elhoseny is the Director of Distributed Sensing and Intelligent Systems Lab, Mansoura University, in Egypt, and has over 100 ISI journal articles, conference proceedings, book chapters, and six books published by Springer and Taylor & Francis. He serves as the Editor-in-Chief for International Journal of Smart Sensor Technologies and Applications, IGI Global, and is an associate editor of several journals such as IEEE Access, IEEE Future Directions, PLOS One, Remote Sensing, and International Journal of E-services and Mobile Applications, IGI Global. His research interests include Network Security, Cryptography, Machine Learning Techniques, Internet of Things, and Quantum Computing.

Affiliations and Expertise

College of Computer Information Technology, American University in the Emirates, Dubai, United Arab Emirates

Swati Shinde

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.

Affiliations and Expertise

Professor, Pimpri Chinchwad College of Engineering (PCCoE), Pune, India

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