Title :
An Improved Software Reliability Model Considering Fault Correction Rate
Author :
Liu, Zhao ; Zhang, Rui ; Mei, Denghua ; Zheng, Xi
Author_Institution :
Sch. of Comput. Sci. & Eng., South China Univ. of Technol., Guangzhou, China
Abstract :
Software reliability growth models (SRGMs) base on NHPP are quite successful. Various NHPP-SRGMs have been built upon various different assumptions, for example, software failure rate, the total number of faults, and the fault detection rate and so on. But in fact, the fault correction rate is not a constan, but a time function. In this paper, we aim to incorporate fault detection rate, the number function of faults and fault correction rate into conditional SRGMs. Experimental results indicate that the new model which proposed in this paper has a fairly accurate prediction capability.
Keywords :
software fault tolerance; software reliability; NHPP; fault correction rate; fault detection rate; software failure rate; software reliability growth models; Computational modeling; Educational institutions; Fault detection; Predictive models; Software; Software reliability; NHPP; correction rate function; detection rate function; total number of faults;
Conference_Titel :
Computational Intelligence and Security (CIS), 2011 Seventh International Conference on
Conference_Location :
Hainan
Print_ISBN :
978-1-4577-2008-6
DOI :
10.1109/CIS.2011.104