An Admission Control Mechanism for Web Servers using Neural Network

نویسندگان
چکیده

منابع مشابه

An Admission Control Mechanism for Web Servers using Neural Network

Web sites are exposed to high rates of incoming requests. During temporary traffic peaks, web servers may become overloaded and their services deteriorate drastically. In this paper, we propose a method for admission control to prevent and control overloads in web servers by utilizing neural network (NN). The control decision is based on the desired web server performance criteria: average resp...

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In continuous media servers, disk load can be reduced by using buffer cache. In order to utilize the saved disk bandwidth by caching, a continuous media server must employ an admission control scheme to decide whether a new client can be admitted for service without violating the requirements of clients already being serviced. Since deterministic admission control is based on the worst case ass...

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We consider that some form of admission control must be applied to a Web server in order to avoid completely unacceptable response times during periods of heavy system overload. In this paper, we show that an on-off approach to admission control introduces oscillations in the server load, which may lead, in particular situations, to unacceptable variations in the server response time. In order ...

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ژورنال

عنوان ژورنال: International Journal of Computer Applications

سال: 2011

ISSN: 0975-8887

DOI: 10.5120/1946-2602