Title :
The impact of self-similar traffic on network delay
Author :
Shu, Yantai ; Xue, Fei ; Jin, Zhigang ; Yan, O.
Author_Institution :
Dept. of Comput. Sci., Tianjin Univ., China
Abstract :
The effect of self-similar traffic on the delay of a single queue system is first studied through the use of the measured traffic and models as input process. A model-driven simulation-based method is then proposed for the computation of mean line delay in a network routing design. Both the hybrid-FGN and the FARIMA algorithms have been used to synthesize self-similar sample paths. The comparison results with real-traffic data sets firmly establish the usefulness of our model-driven simulation-based method. We have proposed a practical database method that helps the designer to determine the parameters in network design. This approach may likely play an important role in network design and analysis
Keywords :
delays; digital simulation; queueing theory; telecommunication network routing; telecommunication traffic; FARIMA algorithm; hybrid-FGN algorithm; input process; mean line delay; measured traffic; model-driven simulation-based method; network analysis; network delay; network design parameters; network routing design; practical database method; real-traffic data sets; self-similar sample paths; self-similar traffic; single queue system; traffic models; Communication system traffic control; Computational modeling; Delay lines; Ethernet networks; Fractals; Internet; Parameter estimation; Routing; Telecommunication traffic; Traffic control;
Conference_Titel :
Electrical and Computer Engineering, 1998. IEEE Canadian Conference on
Conference_Location :
Waterloo, Ont.
Print_ISBN :
0-7803-4314-X
DOI :
10.1109/CCECE.1998.682756