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Modeling of Web Traffic and Its Application

Zhongzhou Huang

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Abstract

Web caching technology is an effective approach to improving Web performance. The management of Web caching is the key issue of Web caching technology,and the study of mathematical model of Web reference characteristics is the basis of effective management of Web caching. A synthetic Web workload generator(WebTraffsim) was designed and implemented based on the mathematic model established by Web characteristics in this paper. The simulated experiments made use of two-level proxy caching to evaluate the reference characteristics and performance of synthetic Web workload,Web cache replacement algorithms (LRU,LFU,LRV) are also evaluated using synthetic workload generated by WebTraffsim.

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What this paper is about

Web caching technology is an effective approach to improving Web performance. The management of Web caching is the key issue of Web caching technology,and the study of mathematical model of Web reference characteristics is the basis of effective management of Web caching. A synthetic Web workload generator(WebTraffsim) was designed and implemented based on the mathematic model established by Web characteristics in this paper. The simulated experiments made use of two-level proxy caching to evaluate the reference characteristics and performance of synthetic Web workload,Web cache replacement algorithms (LRU,LFU,LRV) are also evaluated using synthetic workload generated by WebTraffsim.

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Available abstract

Web caching technology is an effective approach to improving Web performance. The management of Web caching is the key issue of Web caching technology,and the study of mathematical model of Web reference characteristics is the basis of effective management of Web caching. A synthetic Web workload generator(WebTraffsim) was designed and implemented based on the mathematic model established by Web characteristics in this paper. The simulated experiments made use of two-level proxy caching to evaluate the reference characteristics and performance of synthetic Web workload,Web cache replacement algorithms (LRU,LFU,LRV) are also evaluated using synthetic workload generated by WebTraffsim.

Key concepts: Computer science, Workload, Data Web, Web modeling, Cache, Web analytics, Web application, Web service

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