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

fYear

2009

fDate

23-24 May 2009

Firstpage

1

Lastpage

5

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;

fLanguage

English

Publisher

ieee

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

Type

conf

DOI

10.1109/EBISS.2009.5137930

Filename

5137930