Store besparelser
Hurtig levering
Gemte
Log ind
0
Kurv
Kurv

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
Tjek vores konkurrenters priser

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.

Tjek vores konkurrenters priser
Normalpris
kr 745
Fragt: 39 kr
6 - 8 hverdage
20 kr
Pakkegebyr
God 4 anmeldelser på
Tjek vores konkurrenters priser

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.

Produktdetaljer
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): Ming Li
Forfatter(e) Ming Li


Kategori Distribuerede systemer


ISBN-13 9781032408460


Sprog Engelsk


Indbinding Hardback


Sider 282


Udgave


Længde 23mm


Bredde 182mm


Højde 260mm


Udg. Dato 29 dec 2022


Oplagsdato 29 dec 2022


Forlag Taylor & Francis Ltd

Kategori sammenhænge