Bio-Inspired Optimization in Fog and Edge Computing Environments - Principles, Algorithms, and Systems

The book examines the enhancement of the performance of fog networks for real-world applications using nature-based optimization techniques. It looks at the challenges in cloud datacenter nodes and fog computing networks and provides solutions. It covers such issues as security, privacy, and power consumption.

List of contents

1. Introduction to Optimization in Fog Computing. 2. Open Issues and Challenges in Fog and Edge. 3. Future Challenges of Fog and Edge Computing Applications. 4. Geographic Information Systems-Based Modeling of Healthcare Data and its Optimization using Various Approaches. 5. Application of Optimization Techniques in Cloud Resource Management. 6. Use of Fog Computing in Healthcare. 7. Fog Computing for Agriculture Application and its Issues. 8. Fog Computing and Vehicular Networks for Smart Traffic Control: Fog Computing-Based Cognitive Analytics Model for Smart Traffic Control. 9. Virtualization Concepts and Industry Standards in Cloud Computing. 10. Optimized Cloud Storage Data Analysis using the Machine Learning Model. 11. Resource Management in Fog Computing Environment using Optimal Fog Network Topology. 12. Applications of Fog in Healthcare Services. 13. Roles and Future of Internet of Things-Based Smart Healthcare Models.

About the author

Dr. Punit Gupta is currently working as associate professor in the department of computer and communication engineering at Manipal University Jaipur, India.
Dr. Dinesh Kumar Saini is a full professor at the School of Computing and Information Technology, Manipal University.
Dr. Pradeep Rawat is affiliated with DIT University, India.
Dr. Kashif Zia is currently working as an associate professor in the faculty of computing and information technology, Sohar University, Oman.

Summary

The book examines the enhancement of the performance of fog networks for real-world applications using nature-based optimization techniques. It looks at the challenges in cloud datacenter nodes and fog computing networks and provides solutions. It covers such issues as security, privacy, and power consumption.

Product details

• Authors: Punit Kumar Saini Gupta
• Assisted by: Punit Gupta (Editor), Dinesh Kumar Saini (Editor), Pradeep Rawat (Editor), Kashif Zia (Editor)
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 20.01.2023
• EAN: 9781032262901
• ISBN: 978-1-0-3226290-1
• No. of pages: 252
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Data communication, networks; COMPUTERS / Information Technology, COMPUTERS / Programming / Algorithms, computer science, Electrical Engineering, algorithms and data structures, Algorithms & data structures, WAP (wireless) technology, Internet Guides & Online Services, Internet guides and online services, COMPUTERS / Distributed Systems / Cloud Computing, COMPUTERS / Internet of Things (IoT)