Data Mining Meets Internet and Web Performance

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Author(s): Leszek Borzemski (Wroclaw University of Technology, Poland)
Copyright: 2010
Pages: 35
Source title: Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies
Source Author(s)/Editor(s): Leon Shyue-Liang Wang (National University of Kaohsiung, Taiwan)and Tzung-Pei Hong (National University of Kaohsiung, Taiwan)
DOI: 10.4018/978-1-61520-757-2.ch015

Keywords: Data Mining / Data Mining and Databases / Information Science Reference / Library & Information Science

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Abstract

Data mining (DM) is the key process in knowledge discovery. Many theoretical and practical DM applications can be found in science and engineering. However there are still such areas where data mining techniques are still at early stage of development and application. In particular, an unsatisfactory progress is observed in DM applications in the analysis of Internet and Web performance issues. This chapter gives the background of network performance measurement and presents our approaches, namely Internet Performance Mining and Web Performance Mining as the ways of DM application to Internet and Web performance issues. The authors present real-life examples of the analysis where explored data sets were collected with the aid of two network measurement systems WING and MWING developed at our laboratory.

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