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Multi-Fractal Traffic and Anomaly Detection in Computer Communications
Af: Ming Li
Engelsk Hardback

Multi-Fractal Traffic and Anomaly Detection in Computer Communications

Af: Ming Li
Engelsk Hardback

730 kr
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Om denne bog

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 detaljer
Sprog:
Engelsk
Sider:
282
ISBN-13:
9781032408460
Indbinding:
Hardback
Udgave:
ISBN-10:
1032408464
Udg. Dato:
29 dec 2022
Længde:
23mm
Bredde:
182mm
Højde:
260mm
Forlag:
Taylor & Francis Ltd
Oplagsdato:
29 dec 2022
Forfatter(e):
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