Intelligent Techniques for Cyber-Physical Systems

Mohammad Sajid, Anil Kumar Sagar, Jagendra Singh, Osamah Ibrahim Khalaf, Mukesh Prasad, Mohammad Sajid, Anil Kumar Sagar, Jagendra Singh, Osamah Ibrahim Khalaf, Mukesh Prasad

• Publisher: CRC Press
• Year: 2023
• Print ISBN: 9781032452869
• eBook ISBN: 9781000964271
• Topic: Technik & Maschinenbau
• Subtopic: Elektrotechnik & Telekommunikation

Intelligent Techniques for Cyber-Physical Systems covers challenges, opportunities, and open research directions for cyber-physical systems (CPS). It focuses on the design and development of machine learning and metaheuristics-enabled methods as well as blockchain for various challenges like security, resource management, computation offloading, trust management, and others in edge, fog, and cloud computing, Internet of Things (IoT), Internet of Everything (IoE), and smart cities. It also includes the design and analysis of deep learning-based models, sensing technologies, metaheuristics, and blockchain for complex real-life systems for CPS.

• Offers perspectives on the research directions in CPS;
• Provides state-of-the-art reviews on intelligent techniques, machine learning, deep learning, and reinforcement learning-based models for cloud-enabled IoT environment;
• Discusses intelligent techniques for complex real-life problems in different CPS scenarios;
• Reviews advancements in blockchain technology and smart cities;
• Explores machine learning-based intelligent models for combinatorial optimization problems.

The book is aimed at researchers and graduate students in computer science, engineering, and electrical and electronics engineering.

Table of contents

• Cover
• Half Title
• Series Page
• Title Page
• Copyright Page
• Table of Contents
• Preface
• About the Editors
• Contributors
• Chapter 1 Delay-Aware Partial Computational Offloading and Resource Allocation in Fog-Enabled Cyber-Physical Systems
• Chapter 2 Enhancing the Security of Cryptographic Algorithms in Cloud-Based Cyber-Physical Systems (CCPSs)
• Chapter 3 Containerized Deployment of Microservices in Cloud Computing
• Chapter 4 RSS-Based Smart Device Localization Using Few-Shot Learning in IoT Networks
• Chapter 5 Data-Driven Risk Modelling of Cyber-Physical Systems
• Chapter 6 Automation of the Process of Analysis of Information Security Threats in Cyber-Physical Systems
• Chapter 7 IoT in Healthcare: Glucose Tracking System
• Chapter 8 Intelligent Application to Support Smart Farming Using Cloud Computing: Future Perspectives
• Chapter 9 Cybersecurity in Autonomous Vehicles
• Chapter 10 Use of Virtual Payment Hubs over Cryptocurrencies
• Chapter 11 Akaike’s Information Criterion Algorithm for Online Cashback in Vietnam
• Chapter 12 Capacitated Vehicle Routing Problem Using Algebraic Harris Hawks Optimization Algorithm
• Chapter 13 Technology for Detecting Harmful Effects on the UAV Navigation and Communication System
• Chapter 14 Current and Future Trends of Intelligent Transport System Using AI in Rural Areas
• Chapter 15 Future Technology: Internet of Things (IoT) in Smart Society 5.0
• Chapter 16 IoT, Cloud Computing, and Sensing Technology for Smart Cities
• Chapter 17 Utilization of Artificial Intelligence in Electrical Engineering
• Chapter 18 Major Security Issues and Data Protection in Cloud Computing and IoT
• Index