Reliability and Resilience in the Internet of Things
- 1st Edition - April 14, 2024
- Author: Liudong Xing
- Language: English
- Paperback ISBN:9 7 8 - 0 - 4 4 3 - 1 5 6 1 0 - 6
- eBook ISBN:9 7 8 - 0 - 4 4 3 - 1 5 6 1 1 - 3
Reliability and Resilience in the Internet of Things explains the latest advances in reliability and resilience modeling, analysis, and design techniques for Internet of Things (I… Read more
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Request a sales quoteReliability and Resilience in the Internet of Things explains the latest advances in reliability and resilience modeling, analysis, and design techniques for Internet of Things (IoT) systems. Over the last decade, IoT has developed rapidly, and it now spans diverse application domains such as healthcare, home automation, smart manufacturing, smart ocean, and smart agriculture. Due to the critical nature of these applications, it is imperative that the IoT systems operate reliably throughout the intended mission time. This timely book provides state-of the-art coverage on IoT reliability and resilience modeling, analysis, and design methods and solutions to help prevent costly malfunctions. From the viewpoint of engineers, researchers, and developers, reliability analysis and resilience design are key to the deployment and operation of IoT systems in critical applications, and this book contains the best advice on the subject available. It is a valuable resource for researchers in academia and industry interested in smart IoT systems and Industry 4.0.
- Addresses several IoT applications with case studies
- Explores solutions in the contexts of IoT-layered architecture as well as cross-layer interactions and dependencies
- Explains fundamentals of IoT technology in terms of reliability and resilience
Researchers in academia and industry interested in smart factories and industry 4.0, Sustainability consultants in the textiles industry
- Cover image
- Title page
- Table of Contents
- Copyright
- Dedication
- Preface
- Nomenclature
- Chapter 1. Introduction to Internet of Things
- Abstract
- 1.1 Overview
- 1.2 Internet of Things enabling technologies
- 1.3 Different types of Internet of Things systems
- 1.4 Internet of Things applications
- 1.5 Internet of Things development tools
- 1.6 Technical challenges
- References
- Chapter 2. Fundamentals of reliability theory
- Abstract
- 2.1 Overview
- 2.2 Basic concepts of probability
- 2.3 Reliability and related performance metrics
- 2.4 Different types of systems
- 2.5 Fault trees
- 2.6 Decision diagram
- 2.7 Network reliability models
- 2.8 Markov models
- References
- Chapter 3. Internet of Things architecture
- Abstract
- 3.1 Overview
- 3.2 Four-layer architecture
- 3.3 Other layered models
- 3.4 Summary
- References
- Chapter 4. Internet of Things perception reliability
- Abstract
- 4.1 Overview
- 4.2 Component-level reliability
- 4.3 End-to-end path-level reliability
- 4.4 System-level reliability
- References
- Chapter 5. Internet of Things communication reliability
- Abstract
- 5.1 Overview
- 5.2 Multipath routing
- 5.3 Reliability-aware single-path routing
- 5.4 Retransmission-based mechanisms
- 5.5 Coding-based fault-tolerant transmission
- References
- Chapter 6. Internet of Things support reliability
- Abstract
- 6.1 Overview
- 6.2 Cloud fault-tolerance and resilience techniques
- 6.3 Cloud data reliability and security under attacks
- 6.4 Reliability of cloud redundant array of independent/inexpensive disks
- 6.5 Storage area network reliability
- 6.6 Edge and fog computing reliability
- References
- Chapter 7. Internet of Things application and service reliability
- Abstract
- 7.1 Overview
- 7.2 Smart home reliability
- 7.3 Body sensor network reliability
- 7.4 Unmanned aerial vehicle reliability
- 7.5 Other Internet of Things applications
- References
- Chapter 8. Internet of Things cross-layer reliability
- Abstract
- 8.1 Overview
- 8.2 Cross-layer dependence
- 8.3 Separable and scalable methodology
- 8.4 Case study
- References
- Chapter 9. Resilience in Internet of Things
- Abstract
- 9.1 Overview
- 9.2 Resilience concept
- 9.3 Resilience metrics
- 9.4 Three-phase resilience model
- 9.5 Resilience strategies against cascading failures
- References
- Chapter 10. Perspective for future development
- Abstract
- 10.1 Overview
- 10.2 Cascading failures modeling and mitigation
- 10.3 Cooptimization of multiple design parameters
- 10.4 Cross-domain dependency
- 10.5 Benchmarking and database
- 10.6 Internet of Things and blockchain
- 10.7 Internet of Things and artificial intelligence
- References
- Index
- No. of pages: 374
- Language: English
- Edition: 1
- Published: April 14, 2024
- Imprint: Elsevier
- Paperback ISBN: 9780443156106
- eBook ISBN: 9780443156113
LX
Liudong Xing
Liudong Xing is currently a professor at the Department of Electrical and Computer Engineering, University of Massachusetts, Dartmouth, United States. Her research interests include reliability and resilience modeling, analysis, and optimization of complex systems and networks (e.g., IoT and wireless sensor networks). Prof. Xing has received multiple teaching and scholar awards and was corecipient of the Best (Student) Paper Award at several international conferences and journals. She has published over 290 journal articles, and 2 books titled Binary Decision Diagrams and Extensions for System Reliability Analysis and Dynamic System Reliability: Modeling and Analysis of Dynamic and Dependent Behaviors. She has served as an associate editor or editorial board member of multiple journals, including Reliability Engineering & System Safety, IEEE Internet of Things Journal, IEEE Access, and International Journal of Mathematical, Engineering and Management Sciences. She is a fellow of the International Society of Engineering Asset Management and a senior member of IEEE.
Affiliations and expertise
Professor, Department of Electrical and Computer Engineering, University of Massachusetts, Dartmouth, USARead Reliability and Resilience in the Internet of Things on ScienceDirect