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  4. Reliability assessment and sensitivity analysis of software reliability growth modeling based on software module structure
 
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Reliability assessment and sensitivity analysis of software reliability growth modeling based on software module structure

Resource
The Journal of Systems and Software 76 (2005) 3–13
Journal
The Journal of Systems and Software
Journal Volume
76
Journal Issue
2005
Pages
-
Date Issued
2005
Date
2005
Author(s)
Lo, Jung-Hua
Huang, Chin-Yu
Chen, Ing-Yi
Kuo, Sy-Yen  
Lyu, Michael R.
DOI
246246/2006111501244174
URI
http://ntur.lib.ntu.edu.tw//handle/246246/2006111501244174
Abstract
Software reliability is an important characteristic for most systems. A number of reliability models have been developed to evaluate the reliability of a software system. The parameters in these software reliability models are usually directly obtained from the field failure data. Due to the dynamic properties of the system and the insufficiency of the failure data, the accurate values of the parameters are hard to determine. Therefore, the sensitivity analysis is often used in this stage to deal with this problem. Sensitivity analysis provides a way to analyzing the impact of the different parameters. In order to assess the reliability of a component-based software, we propose a new approach to analyzing the reliability of the system, based on the reliabilities of the individual components and the architecture of the system. Furthermore, we present the sensitivity analysis on the reliability of a component-based software in order to determine which of the components affects the reliability of the system most. Finally, three general examples are evaluated to validate and show the effectiveness of the proposed approach.
Subjects
Non-homogeneous Poisson process
Sensitivity analysis
Software reliability
Software reliability growth models
Publisher
Taipei:National Taiwan University Dept Elect Engn
Type
journal article
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