Fast algorithms for measurement-based traffic modeling.

This paper develops fast algorithms for the construction of a circulant modulated rate process to match with the two primary traffic statistical functions: rate distribution f(x) and autocorrelation R(τ). Using existing modeling techniques, f(x) has to be limited to certain forms such as Gaussian or...

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Bibliographic Details
Published in:	IEEE Journal on selected areas in communications 16, 5 (1998).
Main Author:	Hao Che
Format:	Article
Language:	English
Subjects:	CPU time. Algorithm design. Autocorrelation. Circulant modulated Poisson process. Circulant modulated rate process. Complex exponentials. Correlation function. Fast algorithms. Index search problem. Matched analytical model. Measurement-based traffic modeling. Measurement-window. Multimedia traffic. Parametric identification. Queueing performance analysis. Rate distribution. Real traffic traces. Traffic statistical functions. Traffic statistics collection.