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.
Table of Contents
1. AI Approach to Fault Big Data Analysis and Reliability Assessment for Open-Source Software
Yoshinobu Tamura and Shigeru Yamada
2. Modeling Software Fault Removal and Vulnerability Detection and Related Patch Release Policy
Adarsh Anand, Priyanka Gupta, Yury Klochkov, and V.S.S Yadavalli
3. System Reliability Optimization in a Fuzzy Environment via Hybridized GA–PSO
Laxminarayan Sahoo
4. Optimal Software Testing Effort Expending Problems
Shinji Inoue and Shigeru Yamada
5. Revisiting Error Generation and Stochastic Differential Equation-Based Software Reliability Growth Models
Adarsh Anand, Deepika, A. K. Verma, and M. Ram
6. Repairable System Modeling Using Power Law Process
K. Muralidharan
7. Reliability and Safety Management of Engineering Systems through the Prism of "Black Swan" Theory
Iosif Aronov and Ljubisa Papic
8. Reliable Recommender System Using Improved Collaborative Filtering Technique
Rahul Katarya
9. Categorization of Vulnerabilities in a Software
Navneet Bhatt, Adarsh Anand, Deepti Aggrawal, and Omar H. Alhazmi
10. Reliable Predictions of Peak Electricity Demand and Reliability of Power System Management
Caston Sigauke, Santosh Kumar, Norman Maswanganyi, and Edmore Ranganai
11. Real-Time Measurement and Evaluation as System Reliability Driver
Mario José Diván and María Laura Sánchez Reynoso
12. Optimizing Price, Release, and Testing Stop Time Decisions of a Software Product
A. K. Shrivastava, Subhrata Das, Adarsh Anand, and Ompal Singh
13. Software Reliability: A Quantitative Approach
Yashwant K. Malaiya
14. Modeling and Analysis of Fault Dependency in Software Reliability Growth Modeling
V. B. Singh
