图书简介
Because of the growing reliance on software, concerns are growing as to how reliable a system is before it is commissioned for use, how high the level of reliability is in the system, and how many vulnerabilities exist in the system before its operationalization. Equally pressing issues include how to secure the system from internal and external security threats that may exist in the face of resident vulnerabilities. These two problems are considered increasingly important because they necessitate the development of tools and techniques capable of analyzing dependability and security aspects of a system. These concerns become more pronounced in the cases of safety-critical and mission-critical systems.System Reliability and Security: Techniques and Methodologies focuses on the use of soft computing techniques and analytical techniques in the modeling and analysis of dependable and secure systems. It examines systems and applications having complex distributed or networked architectures in such fields as:¦ Nuclear energy¦ Ground transportation systems¦ Air traffic control¦ Healthcare and medicine¦ CommunicationsSystem reliability engineering is a multidisciplinary field that uses computational methods for estimating or predicting the reliability aspects of a system and analyzing failure data obtained from real-world projects. System security is a related field that ensures that even a reliable system is secure against accidental or deliberate intrusions and is free of vulnerabilities. This book covers tools and techniques, cutting-edge research topics, and methodologies in the areas of system reliability and security. It examines prediction models and methods as well as how to secure a system as it is being developed.
List of Contributors
1. A GNN Approach for Software ReliabilityAafaq Mohi Ud Din, Shaima Qureshi, and Javaid Iqbal
2. Software Reliability Prediction Using Neural Networks: A Non-parametric ApproachAafaq Mohi Ud Din, Javaid Iqbal, and Shaima Qureshi
3. Analysis and Modeling of Software Reliability Using Deep Learning MethodsGousia Habib and Shaima Qureshi
4. Fixed-Design Local Polynomial Approach for Estimation and Hypothesis Testing of Reliability MeasuresChathuri L. Jayasinghe
5. Reliability Analysis of Relation between Urbanization, Vegetation Health, and Heat Island Through Markov Chain ModelAsutosh Goswami, Shubhanita Dasgupta Charkrabarty, Suhel Sen, and Priyanka Majumder
6. Modeling and IoT (Internet of Things) Analysis for Smart Precision Agriculture
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