ROBUSTNESS ANALYSIS USING FMEA AND BBN - Case Study for a Web-based Application
Ilaria Canova Calori, Tor Stålhane, Sven Ziemer
2007
Abstract
Time pressure and quality issues represent important challenges for those who develop web-based systems. The ability to analyze a system’s quality and implement improvements early in the development life cycle is of great practical important. For our study we have considered robustness as a critical quality issue. Our objective is to propose a general framework for conducting robustness analysis of web-based systems at an early stage of software development, providing a tool for evaluating failure impact severity and supporting trade-off decisions during the development process. The framework makes use of Jacobson’s analysis method to decompose a system in its functional components, Failure Modes and Effects Analysis to identify all failure modes that characterize each component, and Bayesian Belief networks to deal with failure cause-effect relationships and evaluate the uncertainty of their impact.
References
- Beaver, J. M., Schiavone, G. A. and Berrios, J. S., 2005. Predicting Software Suitability Using a Bayesian Belief Network. In IMCLA'05, 4th International Conference on Machine Learning and Applications. IEEE Computer Society Press.
- Conallen, J., 2003. Building Web Applications with UML, Addison-Wesley. Boston, 2nd edition.
- Gran, B. A., 2002. Assessment of programmable systems using Bayesian belief nets. Safety Science, 40, 797- 812.
- Houmb, S. H., Georg, G., France, R., Bieman, J. M. and Jürjens, J., 2005. Cost-Benefit Trade-Off Analysis using BBN for Aspect-Oriented Risk-Driven Development. In ICECCS'05, 10th International Conference on Engineering of Complex Computer Systems. IEEE Computer Society Press.
- Kadie, C. M., Hovel, D. and Horvitz, E., 2001. MSBNx: A Component-Centric Toolkit for Modeling and Inference with Bayesian Networks. Microsoft Research Technical Report MSR-TR-2001-67.
- Lee, B. H., 2001. Using Bayes Belief Networks In Industrial FMEA Modeling And Analysis. Proceedings of Annual Reliability and Maintainability Symposium 2001. IEEE.
- Singh, H., Cortellessa, V., Cukic, B., Gunel, E. and Bharadwaj, V., 2001. A Bayesian Approach to Reliability Prediction and Assessment of Component Based Systems. In ISSRE'01, 12th International Symposium on Software Reliability Engineering. IEEE Computer Society Press.
- Yacoub, S. M., Cukic, B. and Ammar, H. H., 1999. Scenario-Based Reliability Analysis of ComponentBased Software. In ISSRE'99, 10th International
Paper Citation
in Harvard Style
Canova Calori I., Stålhane T. and Ziemer S. (2007). ROBUSTNESS ANALYSIS USING FMEA AND BBN - Case Study for a Web-based Application . In Proceedings of the Third International Conference on Web Information Systems and Technologies - Volume 1: WEBIST, ISBN 978-972-8865-77-1, pages 164-170. DOI: 10.5220/0001269701640170
in Bibtex Style
@conference{webist07,
author={Ilaria Canova Calori and Tor Stålhane and Sven Ziemer},
title={ROBUSTNESS ANALYSIS USING FMEA AND BBN - Case Study for a Web-based Application},
booktitle={Proceedings of the Third International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,},
year={2007},
pages={164-170},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001269701640170},
isbn={978-972-8865-77-1},
}
in EndNote Style
TY - CONF
JO - Proceedings of the Third International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,
TI - ROBUSTNESS ANALYSIS USING FMEA AND BBN - Case Study for a Web-based Application
SN - 978-972-8865-77-1
AU - Canova Calori I.
AU - Stålhane T.
AU - Ziemer S.
PY - 2007
SP - 164
EP - 170
DO - 10.5220/0001269701640170