A Self-Adapted Wavelet-Based Fuzzy Predictor of Network Traffic

  • Authors:

  • Wenxuan Guo;Hanping Hu

  • Affiliations:

  • Huazhong University of Science and Technology, China;Huazhong University of Science and Technology, China

  • Venue:
  • CIC '06 Proceedings of the 15th International Conference on Computing
  • Year:
  • 2006

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Abstract

In this paper, we present a self-adapted fuzzy method to predict network traffic 1 . This method incorporates the traffic decomposition by wavelet transform as well as a fuzzy lookup scheme. In addition, a clustering method is designed to determine the parameters of membership functions of the fuzzy system. The experimental results show that our method can enhance the prediction accuracy.