Software reliability: measurement, prediction, application
Software reliability: measurement, prediction, application
A software reliability growth model for an error-removal phenomenon
Software Engineering Journal
Predicting Software Reliability
Computer
Optimal Allocation of Testing Resources for Modular Software Systems
ISSRE '02 Proceedings of the 13th International Symposium on Software Reliability Engineering
Computers and Industrial Engineering
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To provide reliable software, it is tested over a wide range of testing environment. In the process, testing resources such as time, testing personnel etc. are used. These resources are not infinitely large and therefore need to be used judiciously. In this article, we discuss the testing resource allocation problem among modules to maximize the total fault removal from software consisting of several independent components (modules). For the resulting optimization problem, we define marginal testing effort function (MTEF), where the testing resource consumption is represented in terms of fault removal. The three MTEFs proposed in this article account for both exponential and S-shaped growth curves, which are commonly used in software reliability analysis. Results are illustrated numerically using different data sets.