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
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