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A nonlinear approach to modeling of software aging in a web server

  • University of Aeronautics and Astronautics

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Software aging refers to the phenomenon that the performance degradation, increasing failure rate or massive resource usage demonstrated in long-running software systems such as web servers. It was reported that software aging has a significant relationship with resource usage. To study the software aging phenomenon in web servers, we built an experimental platform with a server and multiple clients to collect the data of system resource usage on the server. In this paper, we present several experiments based on the platform and study software aging phenomenon of a widely used web server software system - the Apache HTTP server. Some repeatable software aging phenomena are observed in our experiments. The process of software aging is shown to be nonlinear and chaotic. In order to better present the nonlinear interplay of various resource parameters of web server and forecast resource exhaustion, a nonlinear dynamic model of software aging is constructed to formulate software aging process.

源语言英语
主期刊名Proceedings - 15th Asia-Pacific Software Engineering Conference, APSEC 2008
77-84
页数8
出版状态已出版 - 2008
已对外发布
活动15th Asia-Pacific Software Engineering Conference, APSEC 2008 - Beijing, 中国
期限: 2 12月 20085 12月 2008

出版系列

姓名Proceedings - Asia-Pacific Software Engineering Conference, APSEC
ISSN(印刷版)1530-1362

会议

会议15th Asia-Pacific Software Engineering Conference, APSEC 2008
国家/地区中国
Beijing
时期2/12/085/12/08

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