Student Self-Assessment (Assessment in Schools: Principles in Practice)

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--

• | Author: Maddalena Taras, Ming Li, Hwei Ming Wong
• | Publisher: Routledge
• | Publication Date: Dec 30, 2022
• | Number of Pages: 198 pages
• | Language: English
• | Binding: Paperback
• | ISBN-10: 0367691671
• | ISBN-13: 9780367691677