Modeling and analysis of software aging phenomenon in web server

被引:0
作者
Zhao, Jianfeng [1 ]
机构
[1] Beijing Inst Technol, Sch Informat Sci & Technol, Beijing 100081, Peoples R China
来源
PROCEEDINGS OF THE 24TH CHINESE CONTROL CONFERENCE, VOLS 1 AND 2 | 2005年
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Recent study shows that the phenomenon of software aging exists in many long running software system which will crash failure of systems in serious. In order to counteract the negative effect of software aging, many ways have been used. But the important thing is to validate the trend of software aging. It is the modeling and validating of software aging. In this paper, the software aging phenomenon in Apache sever is studied. Two modeling methods are use in this paper. One is BP ANN, the other is ARMA. Finally, comparing with two methods, it can be found that BP model is Superior to Time series analysis model ARMA.
引用
收藏
页码:1027 / 1030
页数:4
相关论文
共 4 条
[1]   Monitoring Smoothly Degrading Systems for Increased Dependability [J].
Avritzer A. ;
Weyuker E.J. .
Empirical Software Engineering, 1997, 2 (1) :59-77
[2]   Proactive management of software aging [J].
Castelli, V ;
Harper, RE ;
Heidelberger, P ;
Hunter, SW ;
Trivedi, KS ;
Vaidyanathan, K ;
Zeggert, WP .
IBM JOURNAL OF RESEARCH AND DEVELOPMENT, 2001, 45 (02) :311-332
[3]  
GRAG S, 1998, P 9 INT S SOFTW REL, P282
[4]  
Li L, 2002, 2002 INTERNATIONAL SYMPOSIUM ON EMPIRICAL SOFTWARE ENGINEERING, PROCEEDINGS, P91, DOI 10.1109/ISESE.2002.1166929