Title
The reliability estimation, prediction and measuring of component-based software
Abstract
Reliability is a key driver of safety-critical systems such as health-care systems and traffic controllers. It is also one of the most important quality attributes of the systems embedded into our surroundings, e.g. sensor networks that produce information for business processes. Therefore, the design decisions that have a great impact on the reliability of a software system, i.e. architecture and components, need to be thoroughly evaluated. This paper addresses software reliability evaluation during the design and implementation phases; it provides a coherent approach by combining both predicted and measured reliability values with heuristic estimates in order to facilitate a smooth reliability evaluation process. The approach contributes by integrating the component-level reliability evaluation activities (i.e. the heuristic reliability estimation, model-based reliability prediction and model-based reliability measuring of components) and the system-level reliability prediction activity to support the incremental and iterative development of reliable component-based software systems. The use of the developed reliability evaluation approach with the supporting tool chain is illustrated by a case study. The paper concludes with a summary of lessons learnt from the case studies.
Year
DOI
Venue
2011
10.1016/j.jss.2011.01.048
Journal of Systems and Software
Keywords
DocType
Volume
prediction,component-based software,tool,developed reliability evaluation approach,paper addresses software reliability,architecture,component-level reliability evaluation activity,case study,componentbee,system-level reliability prediction activity,reliability value,evaluation,heuristic reliability estimation,uml,rap,model-based reliability prediction,model-based reliability,smooth reliability evaluation process,marketing
Journal
84
Issue
ISSN
Citations 
6
0164-1212
12
PageRank 
References 
Authors
0.62
37
3
Name
Order
Citations
PageRank
Marko Palviainen1686.05
Antti Evesti210211.02
Eila Ovaska316715.36