A STOCHASTIC BREAKDOWN MODEL FOR AN UNRELIABLE WEB SERVER SYSTEM AND AN OPTIMAL ADMISSION CONTROL POLICY

被引:1
|
作者
Cha, Ji Hwan [1 ]
Lee, Eui Yong [2 ]
机构
[1] Ewha Womans Univ, Dept Stat, Seoul 120750, South Korea
[2] Sookmyung Womens Univ, Dept Stat, Seoul 140742, South Korea
关键词
Unreliable server; breakdown rate; reliability function; efficiency; optimal admission control policy; SOFTWARE;
D O I
暂无
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Web servers have to be protected against overload since overload can lead to a server breakdown, which in turn causes high response times and low throughput. In this paper, a stochastic model for breakdowns of server systems due to overload is proposed and an admission control policy which protects Web servers by controlling the amount and rate of work entering the system is studied. Requests from the clients arrive at the server following a nonhomogeneous Poisson process and each requested job takes a random time to be completed. It is assumed that the breakdown rate of the server depends on the number of jobs which are currently being performed by the server. Based on the proposed model, the reliability function and the breakdown rate function of the server system are derived. Furthermore, the long-run expected number of jobs completed per unit time is derived as the efficiency measure, and the optimal admission control policy which maximizes the efficiency will be discussed.
引用
收藏
页码:453 / 466
页数:14
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