Optimization models in software reliability
by Aggarwal, Anu G. Pham, Hoang Tandon, Abhishek
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 mo…
Read More ↓Title Statements
- Full title :Optimization models in software reliability / Anu G. Aggarwal, Abhishek Tandon, Hoang Pham, editors.
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.
Read More ↓Edition Statements
- Publication Date:2022
Publication Statements
- Publisher(s):Springer
- Place of Publication:Cham
- Language:eng
- Publication Date:2022
Notes
4.2 MICMAC Analysis.
The Physical Object
- Description:1 online resource (376 pages)
Edition Identifiers
- ISBN:9783030789190, 3030789195
- DOI:10.1007/978-3-030-78919-0
- oclc:on1273000954
- LC Classification:QA76.76.R44
- Dewey Decimal:005.13/22
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…
Subjects
Writers
More from this Series
No reviews yet. Be the first to rate this work.
Related Works
more →
Design patterns: elements of reusable object-oriented so…
AntiPatterns: refactoring software, architectures, an…
AntiPatterns: refactoring software, architectures, an…
AntiPatterns: refactoring software, architectures, an…
Recent advancements in software reliability assurance
Recent advancements in software reliability assurance
Recent advancements in software reliability assurance
Rate & Review