Title :
Network Traffic Prediction Based on Error Advanced DGM(1,1) Model
Author :
Cao, Jianhua ; Liu, Yuan ; Dai, Yue
Author_Institution :
Sch. of Inf. Eng., JiangNan Univ., WuXi
Abstract :
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.
Keywords :
grey systems; telecommunication network management; telecommunication network planning; telecommunication traffic; grey model; network appearance; network layout; network movement; network traffic prediction; traffic management; Character generation; Communication system traffic control; Cybernetics; Engineering management; Equations; Internet; Predictive models; Telecommunication traffic; Traffic control;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1311-9
DOI :
10.1109/WICOM.2007.1558
