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Full Description
This book provides the latest research advances in the field of system reliability assurance and engineering. It contains reference material for applications of reliability in system engineering, offering a theoretical sound background with adequate numerical illustrations.
Included are concepts pertaining to reliability analysis, assurance techniques and methodologies, tools, and practical applications of system reliability modeling and allocation. The collection discusses various soft computing techniques like artificial intelligence and particle swarm optimization approach for reliability assessment. Importance of differentiating between the optimal release time and testing stop time of the software has been explicitly discussed and presented in the book.
Features:
Creates understanding of the costs associated with complex systems
Covers reliability measurement of engineering systems
Incorporates an efficient effort-based expenditure policy incorporating cost and reliability criteria
Provides information for optimal testing stop and release time of software system
Presents software performance and security layout
Addresses reliability prediction and its maintenance through advanced analytics techniques
Overall, System Reliability Management: Solutions and Techniques is a collaborative and interdisciplinary approach for better communication of problems and solutions to increase the performance of the system for better utilization and resource management.
Contents
1. AI Approach to Fault Big Data Analysis and Reliability Assessment for Open Source Software 2. Modeling Software Fault Removal & Vulnerability Detection and Related Patch Release Policy 3. System reliability Optimization in Fuzzy Environment via Hybridized GA-PSO 4. Optimal Software Testing Effort Expending Problems 5. Revisiting Error Generation & Stochastic Differential Equation Based Software Reliability Growth Models 6. Repairable System Modeling Using Power Law Process 7. Reliability and Safety Management of Engineering Systems Through the Prism of "Black Swan" Theory 8. Reliable Recommender System using Improved Collaborative Filtering Technique 9. Major Techniques and Algorithms for Multisensor Data Fusion 10. Reliable Predictions of Peak Electricity Demand and Reliability of Power System Management 11. The Real-Time Measurement and Evaluation as System Reliability Driver 12. Optimizing Price, Release and Testing Stop Time Decisions of a Software Product 13. Software Reliability: A Quantitative Approach 14. Modeling and Analysis of Fault Dependency in Software Reliability Growth Modeling
