DocumentCode :
3284017
Title :
An Exact and Efficient Analytical Model For the ON/OFF Burst Traffic
Author :
Tian, Wenhong
Author_Institution :
Dept. of Comput. Sci., North Carolina State Univ., Raleigh, NC
fYear :
2006
fDate :
22-24 March 2006
Firstpage :
889
Lastpage :
893
Abstract :
This paper introduces an efficient analytical model to evaluate the system performance in a finite buffering queueing node by considering homogenous Markov modulated ON/OFF input sources. We formulate the MMPP/M/c models with finite buffer size and multi-servers, then we introduce an efficient tridiagonal LU factorization method to compute the quantities of interest. As we will show, applying the block tridiagonal LU factorization algorithm considerably reduces the computational complexity involved. The proposed approach can be used to determine the traffic congestion and other performance parameters in teletraffic networks and is useful in evaluating the resources needed in a network node given the loss probability as the quality of service requirement. This model may be applied to analyze performance of a optical burst switch node and other cases where burst traffic and multi-server with finite buffer size are considered.
Keywords :
Markov processes; buffer storage; computational complexity; matrix decomposition; quality of service; queueing theory; telecommunication traffic; MMPP/M/c model; ON-OFF burst traffic; block tridiagonal LU factorization algorithm; computational complexity; finite buffering queueing node; homogenous Markov modulation; multiserver; optical burst switch node; quality-of-service; teletraffic network; traffic congestion; Analytical models; Computational complexity; Optical buffering; Optical losses; Performance loss; Quality of service; Queueing analysis; System performance; Telecommunication traffic; Traffic control; Block tridiagonal LU factorization; Markov modulated Poisson process; On/Off burst traffic; Superpostion of homogenous sources;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Sciences and Systems, 2006 40th Annual Conference on
Conference_Location :
Princeton, NJ
Print_ISBN :
1-4244-0349-9
Electronic_ISBN :
1-4244-0350-2
Type :
conf
DOI :
10.1109/CISS.2006.286592
Filename :
4067933
Link To Document :
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