| Description |
1 online resource (376 pages) |
| Series |
Springer series in reliability engineering |
|
Springer series in reliability engineering.
|
| Contents |
Intro -- Preface -- Contents -- About the Editors -- Software Reliability Modeling and Methods: A State of the Art Review -- 1 Introduction -- 2 Software Reliability Engineering -- 2.1 Trends in Software Development -- 2.2 Importance of Software Reliability Model -- 3 Software Reliability Models -- 3.1 Probabilistic Software Reliability Models -- 3.2 General Theory of NHPP -- 4 NHPP Software Reliability Models -- 4.1 NHPP Exponential Models -- 4.2 NHPP S-Shaped Models -- 4.3 NHPP Imperfect Debugging Models -- 4.4 NHPP Software Reliability Models on Software Testing |
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4.5 NHPP Multiple-Release Software Reliability Models -- 4.6 NHPP Environmental Factor Based Software Reliability Models -- 5 Conclusion -- References -- Software Reliability Growth Models Incorporating Software Project/Application's Characteristics as a Power Function with Change Point -- 1 Introduction -- 2 Literature Survey -- 2.1 Software Reliability Growth Models -- 2.2 Change Point -- 2.3 Release Policy -- 3 Methodology -- 3.1 Notations -- 3.2 Assumptions -- 3.3 Model Development -- 4 Model Validation -- 4.1 Dataset -- 4.2 Parameter Estimation -- 4.3 Goodness of Fit Curves |
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4.4 Comparison with the Previous Models -- 5 Release Policy -- 5.1 Numerical Illustration -- 5.2 Sensitivity Analysis -- 6 Conclusion -- 7 Future Scope -- References -- Robust Multi-Response Based Software Reliability Modeling -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 4 Implementation -- 5 Results and Discussion -- 6 Conclusion -- References -- Multi-criteria Decision Making in Optimal Software Testing-Allocation Problem -- 1 Introduction -- 2 Section Heading -- 3 Proposed Approach -- 4 Numerical Examples -- 5 Concluding Remarks -- References |
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Release Planning Analysis Through Testing Coverage and Fault Reduction Factor Based Models with Change Point Perspective -- 1 Introduction -- 2 Literature Review -- 2.1 Software Reliability Growth Models -- 2.2 Testing Coverage -- 2.3 Fault Reduction Factor -- 2.4 Change Point Concept -- 2.5 Release Planning -- 3 Modelling Framework -- 3.1 Assumptions -- 3.2 Model Development -- 3.3 Validation and Performance Analysis -- 3.4 Release Planning of Software System -- 4 Numerical Illustration -- 4.1 Optimal Software Release Time -- 4.2 Variations in Cost Parameters |
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5 Theoretical and Managerial Implications -- 6 Conclusion, Limitations and Directions for Future Research -- References -- Understanding Interactions Among Software Development Attributes and Release Planning Problem Through ISM and MAUT -- 1 Introduction -- 2 Research Background -- 2.1 Software Attributes -- 2.2 ISM -- 2.3 MAUT for Release Planning -- 3 Proposed Methodology -- 3.1 ISM Method to Study the Relationship of Software Attributes -- 3.2 MICMAC Analysis -- 3.3 MAUT to Determine Optimal Release and Warranty Time -- 4 Empirical Illustration and Result Discussion -- 4.1 ISM |
| Summary |
The book begins with an introduction to software reliability, models and techniques. The book is an informative book covering the strategies needed to assess software failure behaviour and its quality, as well as the application of optimization tools for major managerial decisions related to the software development process. It features a broad range of topics including software reliability assessment and apportionment, optimal allocation and selection decisions and upgradations problems. It moves through a variety of problems related to the evolving field of optimization of software reliability engineering, including software release time, resource allocating, budget planning and warranty models, which are each explored in depth in dedicated chapters. This book provides a comprehensive insight into present-day practices in software reliability engineering, making it relevant to students, researchers, academics and practising consultants and engineers |
| Notes |
4.2 MICMAC Analysis |
|
Online resource; title from PDF title page (SpringerLink, viewed October 8, 2021) |
| Subject |
Computer software -- Reliability
|
|
Computer software -- Reliability
|
| Form |
Electronic book
|
| Author |
Aggarwal, Anu G
|
|
Tandon, Abhishek
|
|
Pham, Hoang.
|
| ISBN |
9783030789190 |
|
3030789195 |
|
