Abstract
Software systems are becoming essential parts in many products. These are most commonly home devices and other industrial and commercial products. Nowadays, with this increasing dependence on software systems, the size and the complexity of the software products has increased dramatically. The interest on software systems has led to the development of techniques on software reliability assessment such as the Non-Homogeneous Poisson Process Models, Goel-Okumoto and Yamada S-shaped models. This paper is an analysis on the reliability of the software program of a large telecommunication company. An estimation of the Goel-Okumoto model parameters were given with the Matlab program, and the parameters of the Yamada’s S-shaped model were estimated with the SMERFS software reliability tool. Additionally, we assume that new code is inserted into the software and we estimate the parameters of both models. A detailed examination of the results led us conclude that the Yamada’s S-shaped model is the most appropriate model.
Keywords
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Wood, A.: Software Reliability Growth Models. Technical Report 96.1 (September 1996)
Wallace, D.R.: Practical Software Reliability Modeling. Software Assurance Technology Center, Greenbelt (2001)
Ramos, I.C.: Statistical procedures for Certification of software systems, Available from the Eindhoven University of Technology, Sevilla Spain (2009)
Xie, M., Hong, G.Y., Wohlin, C.: Modeling and Analysis of Software System Reliability. In: Blischke, W., Murthy, P. (eds.) Case Studies on Reliability and Maintenance. Wiley VHC Verlag, Germany (2003)
Barraza, N.R.: Parameter Estimation for the Compound Poisson Software Reliability model, School of Engineering, University of Buenos Aires, Argentina
Lai, R., Garg, M.: A Detailed Study of NHPP software reliability models, Department of Computer Science, La Trobe University, Victoria, Australia (June 2012)
Charles Ilayaraja, S., Ganaga Durga, M.: A Comparative Study of Failure Data for Software Reliability Estimation (April 2013)
Gokhale, S.S., Marinos, P.N., Trivedi, K.S.: Important Milestones in Software reliability modeling. Department of Electrical and Computer Engineering, Duke University, Durham (1996)
Almering, V., van Genuchten, M., Cloudt, G., Sonnemans, P.: Using software reliability growth models in practice. IEEE Software (2010)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this paper
Cite this paper
Sideratos, I.G., Platis, A.N., Koutras, V.P., Ampazis, N. (2014). Reliability Analysis of a Two-Stage Goel-Okumoto and Yamada S-shaped Model. In: Zamojski, W., Mazurkiewicz, J., Sugier, J., Walkowiak, T., Kacprzyk, J. (eds) Proceedings of the Ninth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX. June 30 – July 4, 2014, Brunów, Poland. Advances in Intelligent Systems and Computing, vol 286. Springer, Cham. https://doi.org/10.1007/978-3-319-07013-1_38
Download citation
DOI: https://doi.org/10.1007/978-3-319-07013-1_38
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-07012-4
Online ISBN: 978-3-319-07013-1
eBook Packages: EngineeringEngineering (R0)