Bio-Inspired Optimization in Fog and Edge Computing Environments (eBook, ePUB)

Principles, Algorithms, and Systems
Redaktion: Gupta, Punit; Zia, Kashif; Rawat, Pradeep; Kumar Saini, Dinesh

• Format: ePub

Produktbeschreibung

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.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 268
• Erscheinungstermin: 20. Januar 2023
• Englisch
• ISBN-13: 9781000811544
• Artikelnr.: 67235629

Autorenporträt

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.

Inhaltsangabe

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.