Title :
Web software reliability analysis with Yamada exponential testing-effort
Author :
Yang, Jianfeng ; Deng, Zhouhui ; Wang, Rui ; Hu, Wensheng
Author_Institution :
Coll. of Comput. Sci. & Inf., Guizhou Univ., Guiyang, China
Abstract :
How to evaluate the reliability of Web software has been more and more important since various services will be provided through the web servers. The evaluation is usually made by the reliability models based on workload measurements. This paper considers applying the NHPP software reliability model with Yamada exponential testing-effort function (TEF) to web software reliability analysis. By using the workload data and failure data from IIS server logs of ICRMS website, it shows that the method of reliability data mining is useful and the proposed model can be used to characterize the actual workload patterns more faithfully during the website running.
Keywords :
Internet; data mining; program testing; software reliability; ICRMS Website; NHPP software reliability model; TEF; Web software reliability analysis; Yamada exponential testing-effort function; reliability data mining; Analytical models; Data mining; Data models; Mathematical model; Servers; Software reliability; Software reliability growth model; testing-effort function (TEF); web software reliability analysis;
Conference_Titel :
Reliability, Maintainability and Safety (ICRMS), 2011 9th International Conference on
Conference_Location :
Guiyang
Print_ISBN :
978-1-61284-667-5
DOI :
10.1109/ICRMS.2011.5979367
