DocumentCode
578427
Title
A modified software reliability modeling with compounded-decreased-rate
Author
Zhang, Qing-rui ; Zhu, Hou-ying ; Yuan, Yu-bo
Author_Institution
Inst. of Metrol. & Comput. Sci., China Jiliang Univ., Hangzhou, China
Volume
4
fYear
2012
fDate
15-17 July 2012
Firstpage
1523
Lastpage
1529
Abstract
In order to describe the complexity of software product and development processes, software reliability models need to possess the ability of dealing with multiple parameters, robustness and flexibility. In this paper, based on the principles above, with the compounded rate of removed errors, we derive a powerful, easily deployable technique for software reliability modeling in the testing phases. By comparing with Yuan´s model, our model is more adequate in predicting and fits to the real situation in the long run. Moreover, when we collect enough historical failure data of software, prediction results will be fairly accurate.
Keywords
program testing; software reliability; Yuan model; compounded-decreased-rate; historical software data failure; modified software reliability modelling; multiple parameters; software development process; software product complexity; Abstracts; Art; Materials reliability; Average relative error; Compounded decreased-rate; First-order differential; Least square; Software reliability;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
Conference_Location
Xian
ISSN
2160-133X
Print_ISBN
978-1-4673-1484-8
Type
conf
DOI
10.1109/ICMLC.2012.6359591
Filename
6359591
Link To Document