Free Download Alexandre Barbosa de Lima, "Internet Teletraffic Modeling and Estimation "English | ISBN: 8792982107 | 2013 | 186 pages | PDF | 3 MB
Network traffic has fractal properties such as impulsiveness, selfsimilarity, and long-range dependence over several time scales, from milliseconds to minutes. These features have motivated the development of new traffic models and traffic control algorithms. This book presents a new statespace model for Internet traffic, which is based on a finite-dimensional representation of the Autoregressive Fractionally Integrated Moving Average (ARFIMA) random process. The modeling via Autoregressive (AR) processes is also investigated.
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