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In order to provision bandwidth, in this paper we propose a discrete-time dynamical system model to capture the marginal distribution and autocorrelation of the input traffic simultaneously. For model identification, we use a periodicity transform to identify the most significant periods of the traffic and use an auto regressive time series to model it. Bandwidth provisioning is formulated as an optimal...
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