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A Mechanism for Improving Web Server Performance Using Fuzzy Concept
Aizu-Wakamatsu City, Fukushima, Japan October 16-October 19
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CIT.2007.617th IEEE International Conference on ...
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Bumjoo Park, Samsung Electronics, Suwon, Korea
Kiejin Park, Ajou University, Suwon, Korea
Dongmin Shin, Hanyang University, Ansan, Korea
Sungsoo Kim, Ajou University, Suwon, Korea
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: Differentiated services, Fuzzy control technique, Performance isolation.
Citation:
Bumjoo Park, Kiejin Park, Dongmin Shin, Sungsoo Kim, "A Mechanism for Improving Web Server Performance Using Fuzzy Concept," cit, pp.165-170, 7th IEEE International Conference on Computer and Information Technology (CIT 2007), 2007
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