Title :
Threshold-crossing analysis of high-speed network traffic
Author :
Liu, Jiakun ; Liu, Xiangyue ; Zhao, Zenghua ; Shu, Yantai
Author_Institution :
Liu-Hui Center for Appl. Math., Tianjin Univ., China
Abstract :
Network traffic prediction is important for network control and bandwidth allocation. In this paper, we propose a method to design an energy function of threshold using variance analysis for high-speed network traffic, which provides basis for threshold selection. Finally, we examine the validity of the selected threshold using crossing intensity function.
Keywords :
bandwidth allocation; telecommunication congestion control; telecommunication traffic; bandwidth allocation; crossing intensity function; high-speed network traffic; network control; threshold energy function; threshold-crossing analysis; variance analysis; Analysis of variance; Channel allocation; Communication system traffic control; High-speed networks; Mathematics; Quality of service; Telecommunication congestion control; Telecommunication control; Telecommunication traffic; Traffic control;
Conference_Titel :
Electrical and Computer Engineering, 2003. IEEE CCECE 2003. Canadian Conference on
Print_ISBN :
0-7803-7781-8
DOI :
10.1109/CCECE.2003.1226043