Kernel-based LSI system model for synthesizing self-similar network traffic traces

Seungsin Lee; Raghuveer M. Rao

doi:10.1117/12.472954

25 June 2002 Kernel-based LSI system model for synthesizing self-similar network traffic traces

Seungsin Lee, Raghuveer M. Rao

Proceedings Volume 4740, Digital Wireless Communications IV; (2002) https://doi.org/10.1117/12.472954
Event: AeroSense 2002, 2002, Orlando, FL, United States

Abstract

The authors have previously studied simulation of network traffic traces using a fractional pole-zero system derived from a discrete-time dilation or scaling operation based on warping transforms that convert discrete-time frequency to a continuous-time frequency. However, such a model can be used to analyze and simulate only stationary discrete-time self- similar signals. This paper propounds a more general model for discrete-time linear scale-invariant (DLSI) systems built on linear kernel approaches. It is shown that this model can synthesize self-similar processes for simulating non-stationary network traffic.

Citation Download Citation

Seungsin Lee and Raghuveer M. Rao "Kernel-based LSI system model for synthesizing self-similar network traffic traces", Proc. SPIE 4740, Digital Wireless Communications IV, (25 June 2002); https://doi.org/10.1117/12.472954

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