CHANGE-POINT MODELING AND DETECTION METHOD FOR SOFTWARE RELIABILITY ASSESSMENT

摘要：

　　We discuss a framework for software reliability growth modeling with change-point and we develop specific NHPP (Nonhomogeneous Poisson Process) models based on our modeling framework.In our modeling, we assume that the difference of software failure-occurrence phenomenon between before and after change-point can be expressed by using testing-environmental function and we incorporate the uncertainly of the magnitude of change-point for the software reliability.Further, we use Laplace trend test for detecting change-point from fault counting-data.Finally, we check the effectiveness of our proposed models and method by using actual data.

关键词： Change-point Software reliability Growth model Software reliability Assessment Laplace trend method

作者: Yuka Minamino Shinji Inoue Shigeru Yamada

作者单位: Department of Social Management Engineering, Graduate School of Engineering, Tottori University, Tottori 680-8552, Japan

会议类型: 国际会议

会议名称: The 12th International Conference on Industrial Management(第十二届工业管理国际会议)

会议地点: 成都

会议语种:英文

页码: 266-270

在线出版日期: 2014-09-03（万方平台首次上网日期，不代表论文的发表时间）