DocumentCode
3514365
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
fYear
2007
fDate
21-25 Sept. 2007
Firstpage
6353
Lastpage
6356
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-1311-9
Type
conf
DOI
10.1109/WICOM.2007.1558
Filename
4341333
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