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Abstract-With proliferation of internet and webapplications usage, server performance is a critical research area in last decade. This paper presents a nonintrusive approach to estimate server response time for user-initiated web-page requests from web-server access-log data using a variant of fuzzy c-means algorithm. The approach presented here is particularly suitable for a system of web-application(s) accessed concurrently by multiple users and running in a constrained productiondoi:10.7763/ijcee.2013.v5.671 fatcat:prvzf24czfh4doypknt7wdzj7m