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This book introduces the reliability technology of complex software systems. In this book, the authors first introduce the basic concepts of complex software systems, then the authors analyze the principles that may cause the failure of complex software systems, and the authors also present how to establish the proper reliability models. The authors introduce the architecture-based and data-based reliability assessment methods, model-based testing methods, and human factors related to complex software reliability. This book not only provides a complete introduction to some basic concepts and theories, but also contains many case studies. It can be used as a textbook for graduate students in reliability engineering, and it can also be used as a reference book for advanced undergraduate students of various majors who are interested in complex software systems. This book can also be used as a reference for scientific researchers involved in equipment software development and quality management.
List of contents
Introduction of complex software.- Failure Mechanisms of Complex Software Systems.- Reliability Models for Complex Software Systems.- Reliability Assessment of Complex Software Based on Architecture.- Data-Based Assessment of Complex Software Reliability.- Model-Based Testing Techniques.- Proactive Defect Prevention based on Human Errors.
About the author
Wang Yichen, Ph.D., Associate Professor, Senior Engineer, is currently working in the School of Reliability and Systems Engineering at Beihang University. He has been engaged in teaching, research, and engineering projects related to software reliability for a long time. He has written three monographs and translated three books, all of which are related to software testing and software verification. His current research interests include model-based software testing, software quality assessment, and AI-based reliability and testing technologies.
Summary
This book introduces the reliability technology of complex software systems. In this book, the authors first introduce the basic concepts of complex software systems, then the authors analyze the principles that may cause the failure of complex software systems, and the authors also present how to establish the proper reliability models. The authors introduce the architecture-based and data-based reliability assessment methods, model-based testing methods, and human factors related to complex software reliability. This book not only provides a complete introduction to some basic concepts and theories, but also contains many case studies. It can be used as a textbook for graduate students in reliability engineering, and it can also be used as a reference book for advanced undergraduate students of various majors who are interested in complex software systems. This book can also be used as a reference for scientific researchers involved in equipment software development and quality management.
