Concurrent users
Unlimited
Authorized users
Authorized users
Document Delivery Supplied
Can lend chapters, not whole ebooks
Title
Software reliability growth models / David D. Hanagal, Nileema N. Bhalerao.
ISBN
9789811600258 (electronic bk.)
9811600252 (electronic bk.)
9789811600265 (print)
9811600260
9789811600272 (print)
9811600279
9811600244
9789811600241
Published
Singapore : Springer, [2021]
Language
English
Description
1 online resource
Item Number
10.1007/978-981-16-0025-8 doi
Call Number
QA76.76.R44
Dewey Decimal Classification
005
Summary
This book presents the basic concepts of software reliability growth models (SRGMs), ranging from fundamental to advanced level. It discusses SRGM based on the non-homogeneous Poisson process (NHPP), which has been a quite successful tool in practical software reliability engineering. These models consider the debugging process as a counting process characterized by its mean value function. Model parameters have been estimated by using either the maximum likelihood method or regression. NHPP SRGMs based on inverse Weibull, generalized inverse Weibull, extended inverse Weibull, generalized extended inverse Weibull, and delayed S-shaped have been focused upon. Review of literature on SRGM has been included from the scratch to recent developments, applicable in artificial neural networks, machine learning, artificial intelligence, data-driven approaches, fault-detection, fault-correction processes, and also in random environmental conditions. This book is designed for practitioners and researchers at all levels of competency, and also targets groups who need information on software reliability engineering.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Digital File Characteristics
text file
PDF
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed March 29, 2021).
Series
Infosys Science Foundation series. Mathematical sciences.
1. Introduction to Software Reliability Models
2. Literature Survey in Software Reliability Growth Models
3. NHPP Software Reliability Growth Models
4. Inverse Weibull Software Reliability Growth Model
5. Generalized Inverse Weibull Software Reliability Growth Model
6. Extended Inverse Weibull Software Reliability Growth Model
7. Generalized Extended Inverse Weibull Software Reliability Growth Model
8. Delayed S-Shaped SRGM with Time Dependent Fault Content Rate Function
9. Scope for Future Extension to SRGM.