Advances in Self-healing Systems Monitoring and Data Processing

This book provides new models and methods for data processing in self-healing communication and control systems, aiming to equip readers with knowledge about monitoring and detecting failures, modeling processes, and data processing techniques.

Format: Hardback
Length: 171 pages
Publication date: 03 March 2022
Publisher: Springer Nature Switzerland AG

This comprehensive book delves into the systematic research, development, and enhancement of methods in self-healing communication and control systems. It offers innovative models and methodologies for data processing, specifically tailored to the unique characteristics of self-healing systems. The primary objective is to provide the reader with a thorough understanding of the latest trends in monitoring and detecting failures, modeling processes, and data processing techniques in self-healing communication and control systems.

The book begins by introducing the fundamental principles and concepts of self-healing systems. It then explores various methodologies for fault detection, diagnosis, and recovery, including statistical analysis, pattern recognition, and artificial intelligence techniques. The authors discuss the challenges and limitations of traditional fault-tolerant systems and highlight the advantages of self-healing approaches.

Next, the book presents new models and methods for data processing in self-healing systems. It covers topics such as data collection, storage, and analysis, with an emphasis on real-time processing and decision-making. The authors discuss the use of big data analytics and machine learning algorithms to improve the performance and reliability of self-healing systems.

Furthermore, the book explores the application of self-healing techniques in various industries, such as telecommunications, transportation, and healthcare. It discusses case studies and real-world examples to demonstrate the effectiveness of self-healing systems in improving system uptime, reducing downtime, and enhancing system resilience.

To conclude, this book is a valuable resource for researchers, engineers, and practitioners interested in self-healing communication and control systems. It provides a comprehensive overview of the latest research, development, and applications, equipping the reader with the necessary knowledge and skills to implement and optimize self-healing systems in their respective fields.

Weight: 442g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030965457
Edition number: 1st ed. 2022