Title :
The Application of Theory and Method of Time Series in the Modeling of Software Reliability
Author :
Zhongmin, Chen ; Yeqing, Wu
Author_Institution :
Dept. of Comput. Sci., Huazhong Agric. Univ., Wuhan, China
Abstract :
According to the characteristics of software failure data, the software reliability model is built by the time series theory. As an example, a software control system of failure data in testing phase as a time series, analysis and forecast are carried out on the basis of stochastic time series model. The result shows that this method has a good effect in software reliability modeling within a boundary.
Keywords :
software reliability; stochastic processes; time series; software failure data; software reliability modelling; stochastic time series model; time series theory; Analytical models; Correlation; Data models; Software; Software reliability; Time series analysis; failure data; software reliability; time series;
Conference_Titel :
Information Technology and Computer Science (ITCS), 2010 Second International Conference on
Conference_Location :
Kiev
Print_ISBN :
978-1-4244-7293-2
Electronic_ISBN :
978-1-4244-7294-9
DOI :
10.1109/ITCS.2010.89
