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.
By:
Alexandre Barbosa de Lima, Jose Roberto de Almeida Amazonas Imprint: River Publishers Country of Publication: Denmark Dimensions:
Height: 234mm,
Width: 156mm,
Spine: 12mm
Weight: 440g ISBN:9788792982100 ISBN 10: 8792982107 Pages: 186 Publication Date:13 March 2013 Audience:
Professional and scholarly
,
Undergraduate
Format:Hardback Publisher's Status: Active
Internet Teletraffic Modeling and Estimation
Alexandre Barbosa de Lima, Jose Roberto de Almeida Amazonas