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CRC Press Multi-Fractal Traffic and Anomaly Detection in Computer Communications

Name: Multi-Fractal Traffic and Anomaly Detection in Computer Communications
Brand: CRC Press
Price: 46.99 GBP
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Description

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.

Product Specifications

Brand: CRC Press
Format: paperback
ASIN: 1032408510
Category: Books > Subjects > Computing & Internet > Databases > Data Storage & Management > Data Mining
Domain: Amazon UK
Release Date: 09 October 2024
Listed Since: 10 August 2024

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It has never been this cheap. We have no record of a lower price.

CRC Press Multi-Fractal Traffic and Anomaly Detection in Computer Communications

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Price Analysis

Description

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