Title :
An approach to measure the Hurst parameter for the Dhaka University network traffic
Author :
Sajeed, Shihan ; Kabir, Dewan Lutful ; Palash, M.L. ; Sultana, Nigar ; Rafique, Shahida
Author_Institution :
Dept. of Appl. Phys., Electron. & Commun. Eng., Univ. of Dhaka, Dhaka, Bangladesh
Abstract :
The main goal of this work was to analyze the network traffic of the University of Dhaka and find out the Hurst parameter to assess the degree of self similarity. For this verification a number of tests and analyses were performed on the data collected from the University Gateway router. The conclusions were supported by a rigorous statistical analysis of 7.5 millions of data packets of high quality Ethernet traffic measurements collected between Aug ´07 and March´08 and the data were analyzed using both visual and statistical experimentation. Busy hour traffic and non-busy hour traffic, both were considered. All the software was coded using MATLAB and can be used as a tool to determine the inherent self similarity of a data traffic.
Keywords :
internetworking; local area networks; statistical analysis; telecommunication network routing; telecommunication traffic; Dhaka university network traffic; Hurst parameter; MATLAB; data analysis; data packets; high quality Ethernet traffic measurements; statistical analysis; university gateway router; Telecommunication traffic; Hurst Parameter; R/S Statistics; Self-similarity; Slowly decaying variance; Variance-time plot;
Conference_Titel :
Informatics and Systems (INFOS), 2010 The 7th International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-5828-8