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Table of 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
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
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
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
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
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
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
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
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
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