DocumentCode
109017
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
Volume
19
Issue
3
fYear
2015
fDate
Mar-15
Firstpage
331
Lastpage
334
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;
fLanguage
English
Journal_Title
Communications Letters, IEEE
Publisher
ieee
ISSN
1089-7798
Type
jour
DOI
10.1109/LCOMM.2014.2385774
Filename
6998000
Link To Document