DocumentCode
423120
Title
Minimal backlogging method for estimation of available bandwidth
Author
Nam, Seung Yeob ; Kim, Sunggon ; Sung, Dan Keun
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., KAIST, Daejeon, South Korea
Volume
3
fYear
2004
fDate
29 Nov.-3 Dec. 2004
Firstpage
1469
Abstract
The paper is concerned with estimating the available bandwidth of a network path. We first develop a theory to estimate the available bandwidth of a queueing system. In order to estimate the available bandwidth, we propose a probing method, called a minimal backlogging method, and a statistic based on the service rate of minimally backlogging probing traffic. We show that the available bandwidth of a queueing system can be estimated by the statistic if probing packets are sent to the queueing system by the minimal backlogging method. For a network path consisting of multiple hops, we extend the approach for a single server by introducing a simplified path model. Since the proposed mechanism can estimate the available bandwidth quickly and track it adaptively, a reasonable range of available bandwidth for a short time interval can be obtained using the mean and variance of the estimated available bandwidth. The performance of the proposed available bandwidth estimation mechanism is evaluated by simulation in a multiple hop network topology.
Keywords
parameter estimation; queueing theory; statistical analysis; telecommunication network topology; available bandwidth estimation; minimal backlogging method; multiple hop network topology; network path; probing method; queueing system; service rate statistic; Bandwidth; Estimation theory; Monitoring; Network servers; Network topology; Queueing analysis; Statistics; Telecommunication traffic; Tellurium; Traffic control;
fLanguage
English
Publisher
ieee
Conference_Titel
Global Telecommunications Conference, 2004. GLOBECOM '04. IEEE
Print_ISBN
0-7803-8794-5
Type
conf
DOI
10.1109/GLOCOM.2004.1378226
Filename
1378226
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