{"product_id":"multi-fractal-traffic-and-anomaly-detection-in-computer-communications-hardback","title":"Multi-Fractal Traffic and Anomaly Detection in Computer Communications - Hardback","description":"\u003cp\u003eThis 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.\u003c\/p\u003e\u003cp\u003eProving 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.\u003c\/p\u003e\u003cp\u003eScholars and graduates studying network traffic in computer science will find the book beneficial.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45600369737966,"sku":"9781032408460","price":117.6,"currency_code":"AUD","in_stock":true}],"url":"https:\/\/bookland.com.au\/products\/multi-fractal-traffic-and-anomaly-detection-in-computer-communications-hardback","provider":"Book Land AU","version":"1.0","type":"link"}