Network Traffic Prediction Based on Error Advanced DGM(1,1) Model

The network traffic is the important parameter that measures the burden of network movement and network appearance .It also plays an important role in network layout, traffic management. In traffic management, traffic model is used to evaluate the mechanism of joint control and predict network performance. The Grey Model has good effect in reflecting the variable trend of data. With the development of this theory, it is widely used in applications .Many improved and new generation methods have been proposed. In this paper, we use farther advanced GM(1,1) model to predict network traffic on the basis of others.

[1]  Mei-Li You,et al.  The study of missing point in GM(1,1) model , 2000, Smc 2000 conference proceedings. 2000 ieee international conference on systems, man and cybernetics. 'cybernetics evolving to systems, humans, organizations, and their complex interactions' (cat. no.0.

[2]  Ping Xueliang,et al.  Study on generation in grey system theory , 2005 .

[3]  Julong Deng,et al.  Essential topics on grey system : theory and applications : a project supported by National Natural Science Foundation of China , 1988 .

[4]  Jeffrey Forrest,et al.  Emergence and development of grey systems theory , 2009, Kybernetes.

[5]  Kun-Li Wen,et al.  The discussions of class ratio for AGO algorithm in grey theory , 2001, 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236).

[6]  Cha'o-Kuang Chen,et al.  The Indirect Measurement of Tensile Strength by the Deterministic Grey Dynamic Model Dgdm(1, 1, 1) , 1997, Int. J. Syst. Sci..

[7]  Tzu-Li Tien,et al.  A new forecasting method of discrete dynamic system , 1997 .

[8]  王适,et al.  Grey relationship analysis and grey forecasting modeling on thermal stability of synthetic single diamond , 2006 .

[9]  Song Cheng-qian.  Network Traffic Prediction based on ARIMA Model , 2004 .

[10]  Yang Shi-yuan,et al.  Dynamic grey model of verification cycle and lifecycle of measuring instrument and its application , 2005 .