Title :
Time Series Analysis for Congestion Detection in TCP/AQM Networks
Author :
Lin Yang ; Jin Zhu ; Wanqing Xie ; Dullerud, Geir E.
Author_Institution :
Dept. of Autom., Univ. of Sci. & Technol. of China, Hefei, China
Abstract :
This letter aims at modeling the congestion detection issue commonly discussed in the research community. Based on the proposed model, we investigate how the correlation of traffic and measurement noise process affects the detection algorithm´s performance by time series analysis approach.
Keywords :
queueing theory; telecommunication congestion control; telecommunication network management; telecommunication traffic; time series; transport protocols; TCP-AQM networks; congestion detection; measurement noise process; time series analysis approach; traffic correlation; Algorithm design and analysis; Analytical models; Correlation; Equations; Estimation; Mathematical model; Noise; Congestion detection; Time series analysis; time series analysis;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2014.2385774
