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Conference Paper
An Empirical Study on a Web Server Queueing System and Traffic Generation by Simulation
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- Authors
- Ho Woo Lee, Yun Bae Kim, Chang Hun Lee, Won Joo Seo, Jin Soo Park, Seung Hyun Yoon
- Issue Date
- 2006-12
- Citation
- International Conference on Distributed Computing and Internet Technology (ICDCIT) 2006 (LNCS 4317), v.4317, pp.375-388
- Language
- English
- Type
- Conference Paper
- Abstract
- In this study, we first analyze the log data of the web-server system at a Korean company and confirm strong self-similarities that have been reported in a wide range of internet data. Then, we propose a simulation approach to generate arrivals of web page requests based on the conventional familiar probability distributions. We also present a forecasting model to generate future arrivals and test the validity of our approach through real data. Finally, we present our software tool that we developed to analyze web log data.
- KSP Keywords
- Empirical study, Internet data, Probability distribution, Real data, Traffic Generation, Web log data, Web page, Web server, Wide range, forecasting model, queueing system