Title :
Network traffic model for industrial environment
Author :
Kolbusz, Janusz ; Paszczynskr, S. ; Wilamowski, Bogdan M.
Author_Institution :
Dept. of Dispersed Syst., Univ. of Comput. Technol. & Manage., Rzeszow, Poland
Abstract :
In the paper a model of the traffic in the LAN is presented. In the model the most important components influencing the network traffic are taken into account. Namely, the transmission protocols and information buffering, operational systems and queuing algorithms as well as users\´ behavior working with the network applications are considered. The model is based on an "on-off" function. The network traffic observed at the physical layer is a superposition of many sequential and self-similar "on-off" processes. It has been shown that self-similarity of the traffic measured by Hurst parameter changing from almost 1.0 for very low frequencies to 0.5 for high frequencies. Implications, which arc derived from the model, are described in the conclusion.
Keywords :
local area networks; queueing theory; telecommunication traffic; transport protocols; LAN; industrial environment; information buffering; network traffic model; on-off function; operational system; queuing algorithm; transmission protocol; Autoregressive processes; Computer networks; Electronic mail; Frequency; Physical layer; Protocols; Random variables; Signal processing; Telecommunication traffic; Traffic control;
Conference_Titel :
Industrial Informatics, 2005. INDIN '05. 2005 3rd IEEE International Conference on
Print_ISBN :
0-7803-9094-6
DOI :
10.1109/INDIN.2005.1560411