Title :
The extended on/off process for modeling traffic in high-speed communication networks
Author :
Yang, Xueshi ; Petropulu, Athina P. ; Adams, Vaughn
Author_Institution :
Electr. & Comput. Eng. Dept., Drexel Univ., Philadelphia, PA, USA
Abstract :
High-speed network traffic is impulsive and exhibits long-range dependence. While the latter characteristic has been studied extensively, the former has received much less attention. The on/off model is a well-known model for capturing the long-range dependence of traffic. We propose an extension to the on/off model, which allows the model to also capture the traffic impulsiveness. We provide queuing analysis of the proposed model, which along with numerical results suggests that the traffic marginal distribution may have significant impact on network engineering
Keywords :
queueing theory; telecommunication networks; telecommunication traffic; extended on/off process; high-speed communication networks; long-range dependence; network engineering; queuing analysis; traffic impulsiveness; traffic marginal distribution; traffic modeling; Brownian motion; Communication networks; Computer networks; High-speed networks; Intelligent networks; Queueing analysis; Random variables; Tail; Telecommunication traffic; Traffic control;
Conference_Titel :
Statistical Signal and Array Processing, 2000. Proceedings of the Tenth IEEE Workshop on
Conference_Location :
Pocono Manor, PA
Print_ISBN :
0-7803-5988-7
DOI :
10.1109/SSAP.2000.870174