Name: Multi-Fractal Traffic and Anomaly Detection in Computer Communications (en Inglés)
SKU: 62948698
Price: 56.01 USD
Availability: InStock
Author: Ming Li

portada Multi-Fractal Traffic and Anomaly Detection in Computer Communications (en Inglés)

Multi-Fractal Traffic and Anomaly Detection in Computer Communications (en Inglés)

Formato

Libro Físico

Editorial

Crc Press

Autor

Ming Li

Idioma

Inglés

N° páginas

282

Encuadernación

Tapa Blanda

ISBN13

9781032408514

N° edición

Multi-Fractal Traffic and Anomaly Detection in Computer Communications (en Inglés)

Ming Li (Autor) · Crc Press · Tapa Blanda

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Reseña del libro "Multi-Fractal Traffic and Anomaly Detection in Computer Communications (en Inglés)"

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.