Network traffic has fractal properties such as impulsiveness, selfsimilarity, and long-range dependence over several time scales, from milliseconds to minutes. These features have motivated the development of new traffic models and traffic control algorithms. This book presents a new statespace model for Internet traffic, which is based on a finite-dimensional representation of the Autoregressive Fractionally Integrated Moving Average (ARFIMA) random process. The modeling via Autoregressive (AR) processes is also investigated.
Produkteigenschaften
- Artikelnummer: 9788770045148
- Medium: Buch
- ISBN: 978-87-7004-514-8
- Verlag: River Publishers
- Erscheinungstermin: 21.10.2024
- Sprache(n): Englisch
- Auflage: 1. Auflage 2024
- Produktform: Kartoniert
- Gewicht: 453 g
- Seiten: 186
- Format (B x H): 156 x 234 mm
- Ausgabetyp: Kein, Unbekannt