Title :
Network traffic prediction and fault detection based on adaptive linear model
Author :
Lv, Jun ; Li, Xing ; Ran, Congsen ; He, Tao
Author_Institution :
China Educ. & Res. Network, Tsinghua Univ., Beijing, China
Abstract :
Internet traffic analysis, models simulation and prediction play a very important part in the network management and design. This paper brings the new thought in network traffic modeling and prediction, and proposes a new algorithm to modify the model coefficient continuously.
Keywords :
Internet; adaptive filters; computer network management; fault diagnosis; prediction theory; telecommunication traffic; Internet traffic analysis; adaptive linear model; fault detection; network management; network traffic modeling; network traffic prediction; Data analysis; Fault detection; Helium; Information analysis; Internet; Monitoring; Predictive models; Spine; Telecommunication traffic; Traffic control;
Conference_Titel :
Industrial Technology, 2004. IEEE ICIT '04. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8662-0
DOI :
10.1109/ICIT.2004.1490191
