A comprehensive guide to Fog and Edge applications, architectures, and technologies
Recent years have seen the explosive growth of the Internet of Things (Io T): the internet-connected network of devices that includes everything from personal electronics and home appliances to automobiles and industrial machinery. Responding to the ever-increasing bandwidth demands of the Io T, Fog and Edge computing concepts have developed to collect, analyze, and process data more efficiently than traditional cloud architecture.
Fog and Edge Computing: Principles and Paradigms provides a comprehensive overview of the state-of-the-art applications and architectures driving this dynamic field of computing while highlighting potential research directions and emerging technologies.
Exploring topics such as developing scalable architectures, moving from closed systems to open systems, and ethical issues rising from data sensing, this timely book addresses both the challenges and opportunities that Fog and Edge computing presents. Contributions from leading Io T experts discuss federating Edge resources, middleware design issues, data management and predictive analysis, smart transportation and surveillance applications, and more. A coordinated and integrated presentation of topics helps readers gain thorough knowledge of the foundations, applications, and issues that are central to Fog and Edge computing. This valuable resource:
* Provides insights on transitioning from current Cloud-centric and 4G/5G wireless environments to Fog Computing
* Examines methods to optimize virtualized, pooled, and shared resources
* Identifies potential technical challenges and offers suggestions for possible solutions
* Discusses major components of Fog and Edge computing architectures such as middleware, interaction protocols, and autonomic management
* Includes access to a website portal for advanced online resources
Fog and Edge Computing: Principles and Paradigms is an essential source of up-to-date information for systems architects, developers, researchers, and advanced undergraduate and graduate students in fields of computer science and engineering.
Mục lục
List of Contributors
Preface
Acknowledgements
Part I Foundations
1. Internet of Things (Io T) and New Computing Paradigms
Chii Chang, Satish Narayana Srirama, and Rajkumar Buyya
2. Addressing the Challenges in Federating Edge Resources
Ahmet Cihat Baktir, Cagatay Sonmez, Cem Ersoy, Atay Ozgovde, and Blesson Varghese
3. Integrating Io T + Fog + Cloud Infrastructures: System Modeling and Research Challenges Guto Leoni Santos,
Matheus Ferreira, Leylane Ferreira, Judith Kelner, Djamel Sadok, Edison Albuquerque, Theo Lynn, and Patricia Takako Endo
4. Management and Orchestration of Network Slices in 5G, Fog, Edge and Clouds
Adel Nadjaran Toosi, Redowan Mahmud, Qinghua Chi, and Rajkumar Buyya
5. Optimization problems in Fog and Edge computing
Zoltán Ádám Mann
Part II Middlewares
6. Middleware for Fog and Edge Computing: Design Issues
Madhurima Pore, Vinaya Chakati, Ayan Banerjee, and Sandeep Kumar S. Gupta
7. A Lightweight Container Middleware for Edge Cloud Architectures
David von Leon, Lorenzo Miori, Julian Sanin, Nabil El Ioini, Sven Helmer, and Claus Pahl
8. Data Management in Fog Computing
Tina Samizadeh Nikoui, Amir Masoud Rahmani, and Hooman Tabarsaeid
9. Predictive Analysis to Support Fog Application Deployment
Antonio Brogi, Stefano Forti, and Ahmad Ibrahim
10. Using Machine Learning for Protecting the Security and Privacy of Internet of Things (Io T) Systems
Melody Moh and Robinson Raju
Part III Applications and Issues
11. Fog Computing Realization for Big Data Analytics
Farhad Mehdipour, Bahman Javadi, Aniket Mahanti, and Guillermo Ramirez-Prado
12. Exploiting Fog Computing in Health Monitoring
Tuan Nguyen Gia and Mingzhe Jiang
13. Smart Surveillance Video Stream Processing at the Edge for Real-Time Human Objects Tracking
Seyed Yahya Nikouei, Ronghua Xu, and Yu Chen
14. Fog Computing Model for Evolving Smart Transportation Applications
M. Muzakkir Hussain, Mohammad Saad Alam, and M. M. Sufyan Beg
15. Testing Perspectives of Fog-based Io T Applications
Priyanka Chawla and Rohit Chawla
16. Legal Aspects of Operating Io T Applications in the Fog
G. Gultekin Varkonyi, Sz. Varadi, and Attila Kertesz
17. Modelling and Simulation of Fog and Edge Computing Environments using i Fog Sim Toolkit
Redowan Mahmud and Rajkumar Buyya
Index
Giới thiệu về tác giả
Rajkumar Buyya, Ph D, is Redmond Barry Distinguished Professor and Director of the Cloud Computing and Distributed Systems Laboratory, University of Melbourne, Australia and founding CEO of Manjrasoft. Dr. Buyya is author of several works including Mastering Cloud Computing and Editor-in-Chief of Wiley Software: Practice and Experience Journal.
Satish Narayana Srirama, Ph D, is a Research Professor and head of the Mobile & Cloud Lab, Institute of Computer Science, University of Tartu, Estonia. He is editor of Wiley Software: Practice and Experience Journal and has co-authored over 120 scientific publications.
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