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The Software Reliability Model Using Hybrid Model of Fractals and ARIMA

Yong CAO, Qingxin ZHU

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Summary :

The software reliability is the ability of the software to perform its required function under stated conditions for a stated period of time. In this paper, a hybrid methodology that combines both ARIMA and fractal models is proposed to take advantage of unique strength of ARIMA and fractal in linear and nonlinear modeling. Based on the experiments performed on the software reliability data obtained from literatures, it is observed that our method is effective through comparison with other methods and a new idea for the research of the software failure mechanism is presented.

Publication
IEICE TRANSACTIONS on Information Vol.E93-D No.11 pp.3116-3119
Publication Date
2010/11/01
Publicized
Online ISSN
1745-1361
DOI
10.1587/transinf.E93.D.3116
Type of Manuscript
LETTER
Category
Software Engineering

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