Title :
A cross traffic estimate method for high speed networks
Author :
Niu Dawei ; Mi Zhichao ; Wang Hai ; Yu Weibo ; Zhao Wendong ; Guo Xiao
Author_Institution :
Inst. of Commun. Eng., PLA Univ. of Sci. & Technol., Nanjing, China
Abstract :
A cross traffic estimator is proposed based on the loss ratio of the probe packets. This method aims to estimate the future networks´ available bandwidth such as optical switching networks. In these networks, node´s processing time other than tight link becomes the bottleneck. Most popular estimate techniques neglect it. In the scheme, probe traffic intensity and its drop ratio are collected and fitted using the 1st order ordinary least squares (OLS) algorithm. OLS adopts probe traffic intensity as dependent variable and its drop ratio as independent variable. Then the intercept difference between fitted line and empirical line is just the cross traffic. Simulation shows that our scheme can obtain the bottleneck node cross traffic appropriately and outperforms the minimal backlogging algorithm which is also based M/G/1 model.
Keywords :
least squares approximations; optical burst switching; queueing theory; telecommunication traffic; M/G/1 model; cross traffic estimate method; high speed networks; intercept difference; minimal backlogging algorithm; optical switching networks; ordinary least squares algorithm; probe packets; probe traffic intensity; cross traffic; linear fit; optical burst switching; queuing model;
Conference_Titel :
Communication Technology (ICCT), 2012 IEEE 14th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-2100-6
DOI :
10.1109/ICCT.2012.6511216