Title :
Dial-up user models and traffic prediction
Author :
Jin, Zhigang ; Chen, Qiyan ; Guo, Huajie
Author_Institution :
Dept. of Comput. Sci., Tianjin Univ., China
Abstract :
One important aspect to offer QoS in networking is to be able to analyze and predict network traffic. In this paper, we have measured the 2163 dial-up network traffic, built an ARIMA model for it and on this basis, predicted the future network traffic. All the work we have done give a reference for future network capacity plan.
Keywords :
computer network reliability; prediction theory; quality of service; telecommunication traffic; ARIMA model; QoS; dial-up network; network measurement; network traffic prediction; quality of service; Capacity planning; Computer networks; Computer science; Frequency; Hardware; Predictive models; Probes; Quality of service; Telecommunication traffic; Traffic control;
Conference_Titel :
TENCON 2004. 2004 IEEE Region 10 Conference
Print_ISBN :
0-7803-8560-8
DOI :
10.1109/TENCON.2004.1414676
