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Journal Articles IEEE Signal Processing Magazine Year : 2002

Wavelet and Multiscale Analysis of Network Traffic

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Abstract

The complexity and richness of telecommunications traffic is such that one may despair to find any regularity or explanatory principles. Nonetheless, the discovery of scaling behaviour in tele-traffic has provided hope that parsimonious models can be found. The statistics of scaling behavior present many challenges, especially in non-stationary environments. In this paper we describe the state of the art in this area, focusing on the capabilities of the wavelet transform as a key tool for unravelling the mysteries of traffic statistics and dynamics.
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Dates and versions

ensl-00195090 , version 1 (11-12-2007)

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  • HAL Id : ensl-00195090 , version 1

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Patrice Abry, Richard Baraniuk, Patrick Flandrin, Rudolf Riedi, Darryl Veitch. Wavelet and Multiscale Analysis of Network Traffic. IEEE Signal Processing Magazine, 2002, 19 (3), pp.28--46. ⟨ensl-00195090⟩
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