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Author Glazkova, Valentina V. ♦ Maslyakov, Vladimir A. ♦ Mashechkin, Igor V. ♦ Petrovskiy, Mikhail I.
Source CiteSeerX
Content type Text
File Format PDF
Subject Domain (in DDC) Computer science, information & general works ♦ Data processing & computer science
Subject Keyword Internet Traffic Filtering System ♦ Data Mining Approach ♦ Internet Traffic ♦ Internet Resource ♦ Time Monitoring ♦ Low Usage ♦ Commercial Organization ♦ Internet Traffic Filtering ♦ Main Cause ♦ Distributed System Architecture ♦ Modern Internet ♦ Traditional Tool
Abstract Abstract—Today it is hard to imagine education in schools, universities and commercial organizations without usage of Internet resources. At the same time monitoring, control and filtering of Internet traffic are still hardly ever used. One of the main causes of low usage of internet traffic filtering systems is the dynamic and rapidly growing nature of modern Internet, which makes traditional tools, methods and approaches not applicable to this problem. We propose applying new Data mining multiclass multi-label classification methods to the problem of Internet traffic filtering and a scalable, distributed system architecture, based on these methods.
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research
Education Level UG and PG ♦ Career/Technical Study