Title :
Improvement to approaches to the problem of Ethernet networks traffic modeling
Author :
Rozdimakha, Eugene A. ; Omelchenko, Anatoliy V. ; Fedorov, A.V.
Author_Institution :
Kharkov Nat. Univ. of Radio Electron., Kharkov, Ukraine
Abstract :
In the present paper different approaches to the problem of Ethernet networks traffic modeling have been considered. The main focus is concentrated on the On/Off and ARFIMA models. A new method for estimating the average queue length in buffers of network devices that is necessary to serve traffic in accordance with the specified characteristics is offered.
Keywords :
autoregressive moving average processes; local area networks; telecommunication traffic; ARFIMA model; Ethernet network traffic modeling problem; autoregressive fractional integrated moving average model; average queue length estimation; network device buffers; on-off model; Analytical models; Fractals; Indexes; Mathematical model; Queueing analysis; Random variables; Silicon; ARFIMA; Ethernet; On/Off; model; traffic;
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2013 IEEE 7th International Conference on
Conference_Location :
Berlin
Print_ISBN :
978-1-4799-1426-5
DOI :
10.1109/IDAACS.2013.6662655
