%0 Journal Article %A D. Prangchumpol %D 2013 %J International Journal of Computer and Information Engineering %B World Academy of Science, Engineering and Technology %I Open Science Index 79, 2013 %T A Network Traffic Prediction Algorithm Based On Data Mining Technique %U https://publications.waset.org/pdf/16461 %V 79 %X This paper is a description approach to predict incoming and outgoing data rate in network system by using association rule discover, which is one of the data mining techniques. Information of incoming and outgoing data in each times and network bandwidth are network performance parameters, which needed to solve in the traffic problem. Since congestion and data loss are important network problems. The result of this technique can predicted future network traffic. In addition, this research is useful for network routing selection and network performance improvement. %P 999 - 1002