Paper Info
Title
Evaluation of Standard Reliability Growth Models in the Context of Automotive Software Systems.
Abstract
Reliability and dependability of software in modern cars is of utmost importance. Predicting these properties for software under development is therefore important for modern car OEMs, and using reliability growth models (e.g. Rayleigh, Goel-Okumoto) is one approach. In this paper we evaluate a number of standard reliability growth models on a real software system from automotive industry. The results of the evaluation show that models can be fitted well with defect inflow data, but certain parameters need to be adjusted manually in order to predict reliability more precisely in the late test phases. In this paper we provide recommendations for how to adjust the models and how the adjustments should be used in the development process of software in the automotive domain by investigating data from an industrial project.
Year
DOI
Venue
2013
10.1007/978-3-642-39259-7
LECTURE NOTES IN COMPUTER SCIENCE
Keywords
Field
DocType
software systems
Dependability,Avionics software,Systems engineering,Software reliability testing,Engineering,Automotive software,Software construction,Software verification and validation,Goal-Driven Software Development Process,Reliability engineering,Software sizing
Conference
Volume
ISSN
Citations 
7983
0302-9743
6
PageRank 
References 
Authors
0.46
11
7
Name
Order
Citations
PageRank
Rakesh Rana1285.93
Miroslaw Staron248652.25
Niklas Mellegård3383.96
Christian Berger4314.73
jorgen hansson542135.04
Martin Nilsson6153.07
Fredrik Törner7708.43