文章基本信息

标题：A Novel Methodology for Software Reliability Using Mixture Models and Non-Homogeneous Poisson Process
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作者：Y.Vamsidhar ; Y.Srinivas ; A.Brahmani Devi 等
期刊名称：International Journal of Advanced Research In Computer Science and Software Engineering
印刷版ISSN：2277-6451
电子版ISSN：2277-128X
出版年度：2013
卷号：3
期号：6
出版社：S.S. Mishra
摘要：-Software Reliability addresses the problem of predicting the failure rate of the software under development. These predictions help to model the software so that the output software is free from faults. Many of the Software Reliability models presented in literature are based on the identification of the fault either in the testing phase or while debugging the software. Software Reliability process in this paper is highlighted by using a mixture model together with a Non Homogenous Poison Process model. The reliability of proposed model is evalu ated by using Least Square Estimation Method and Goel Model
关键词：Software Reliability; Mixture Models; Failure Data; Defects; Non-Homogeneous Poisson Process (NHHP); ;Least Square Estimation Method; Goel Model