Multiscale Analysis and Control of Networks with Fractal Traffic - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Multiscale Analysis and Control of Networks with Fractal Traffic write by Warren Michael Lam. This book was released on 1998. Multiscale Analysis and Control of Networks with Fractal Traffic available in PDF, EPUB and Kindle.
Multi-Fractal Traffic and Anomaly Detection in Computer Communications
Multi-Fractal Traffic and Anomaly Detection in Computer Communications - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Multi-Fractal Traffic and Anomaly Detection in Computer Communications write by Ming Li. This book was released on 2022-12-29. Multi-Fractal Traffic and Anomaly Detection in Computer Communications available in PDF, EPUB and Kindle. This book provides a comprehensive theory of mono- and multi-fractal traffic, including the basics of long-range dependent time series and 1/f noise, ergodicity and predictability of traffic, traffic modeling and simulation, stationarity tests of traffic, traffic measurement and the anomaly detection of traffic in communications networks. Proving that mono-fractal LRD time series is ergodic, the book exhibits that LRD traffic is stationary. The author shows that the stationarity of multi-fractal traffic relies on observation time scales, and proposes multi-fractional generalized Cauchy processes and modified multi-fractional Gaussian noise. The book also establishes a set of guidelines for determining the record length of traffic in measurement. Moreover, it presents an approach of traffic simulation, as well as the anomaly detection of traffic under distributed-denial-of service attacks. Scholars and graduates studying network traffic in computer science will find the book beneficial.
Multiscale Analysis of Complex Time Series
Multiscale Analysis of Complex Time Series - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Multiscale Analysis of Complex Time Series write by Jianbo Gao. This book was released on 2007-12-04. Multiscale Analysis of Complex Time Series available in PDF, EPUB and Kindle. The only integrative approach to chaos and random fractal theory Chaos and random fractal theory are two of the most important theories developed for data analysis. Until now, there has been no single book that encompasses all of the basic concepts necessary for researchers to fully understand the ever-expanding literature and apply novel methods to effectively solve their signal processing problems. Multiscale Analysis of Complex Time Series fills this pressing need by presenting chaos and random fractal theory in a unified manner. Adopting a data-driven approach, the book covers: DNA sequence analysis EEG analysis Heart rate variability analysis Neural information processing Network traffic modeling Economic time series analysis And more Additionally, the book illustrates almost every concept presented through applications and a dedicated Web site is available with source codes written in various languages, including Java, Fortran, C, and MATLAB, together with some simulated and experimental data. The only modern treatment of signal processing with chaos and random fractals unified, this is an essential book for researchers and graduate students in electrical engineering, computer science, bioengineering, and many other fields.
Multiscale Signal Analysis and Modeling
Multiscale Signal Analysis and Modeling - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Multiscale Signal Analysis and Modeling write by Xiaoping Shen. This book was released on 2012-09-18. Multiscale Signal Analysis and Modeling available in PDF, EPUB and Kindle. Multiscale Signal Analysis and Modeling presents recent advances in multiscale analysis and modeling using wavelets and other systems. This book also presents applications in digital signal processing using sampling theory and techniques from various function spaces, filter design, feature extraction and classification, signal and image representation/transmission, coding, nonparametric statistical signal processing, and statistical learning theory.
Multifractal Based Network Traffic Modeling
Multifractal Based Network Traffic Modeling - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Multifractal Based Network Traffic Modeling write by Murali Krishna P. This book was released on 2012-12-06. Multifractal Based Network Traffic Modeling available in PDF, EPUB and Kindle. This helpful book provides an overview of existing broadband traffic modelling based on the Poisson process and its variants. It also offers very good coverage of models based on self-similar processes. The authors have focused throughout on the problem of broadband traffic modelling.
