Intelligent Techniques for Cyber-Physical Systems by Sajid, Mohammad; Kumar Sagar, Anil; Singh, Jagendra;

Rövid leírás:

This covers challenges, opportunities, and open research directions for Cyber-Physical Systems (CPS). It focuses on the design and development of Machine Learning/Metaheuristics-enabled methods, and Blockchain for security, resource management, computation offloading, trust management, and others in edge, fog/cloud computing, IoT, & IoE.

Hosszú leírás:

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.

Tartalomjegyzék:

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