Title :
Analysis of Correlated Traffic by Batch Renewal Process
Author :
Li, Wei ; Fretwell, Rod J. ; Kouvatsos, Demetres D.
Author_Institution :
Sch. of Comput. Sci. & Technol., ShanDong Univ., Jinan
Abstract :
The discovery of the batch renewal process (BRP) provides means to investigate the effect of traffic correlation independent of any other traffic characteristics. BRP is considered to be the least-biased choice traffic model, given only the measures of correlation, because the BRP is completely determined by the complete (infinitely denumerable) sets of count correlation and of interval correlation. A procedure is described in this paper on how to construct a unique BRP from given correlations. This procedure gives telecommunication engineers the means to how to generate the least-biased traffic model from the statistics of covariances alone.
Keywords :
Internet; telecommunication traffic; time-domain analysis; Batch Renewal Process; correlated traffic analysis; count correlation; interval correlation; least-biased traffic model; telecommunication engineers; Computer science; Dispersion; IP networks; Local area networks; Performance analysis; Power engineering and energy; Power engineering computing; Statistics; Telecommunication traffic; Traffic control;
Conference_Titel :
E-Business and Information System Security, 2009. EBISS '09. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-2909-7
Electronic_ISBN :
978-1-4244-2910-3
DOI :
10.1109/EBISS.2009.5137930
