Title :
A Mechanism for Improving Web Server Performance Using Fuzzy Concept
Author :
Park, Bumjoo ; Park, Kiejin ; Shin, Dongmin ; Kim, Sungsoo
Author_Institution :
Samsung Electron., Suwon
Abstract :
This paper presents a mechanism to improve Web server performance with fuzzy-based techniques. A load balancing mechanism based on the fuzzy control technique is developed in such a way that ambiguous situations caused by workload estimation of cluster- based Web servers, client request rates, and dynamic request rates can be represented in an effective way. Extensive experiments show that the fuzzy-based performance isolation technique improves the performance of Web servers in terms of the 95- percentile response times.
Keywords :
Internet; file servers; fuzzy control; resource allocation; Web server performance; fuzzy concept; fuzzy control; load balancing; performance isolation; workload estimation; Delay; Fuzzy control; Fuzzy systems; High performance computing; Industrial electronics; Information technology; Load management; Quality of service; Switches; Web server;
Conference_Titel :
Computer and Information Technology, 2007. CIT 2007. 7th IEEE International Conference on
Conference_Location :
Aizu-Wakamatsu, Fukushima
Print_ISBN :
978-0-7695-2983-7
DOI :
10.1109/CIT.2007.61
