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Erschienen in:
2013 | OriginalPaper | Buchkapitel
Usage of Modern Exponential-Smoothing Models in Network Traffic Modelling
verfasst von : Roman Jašek, Anna Szmit, Maciej Szmit
Erschienen in: Nostradamus 2013: Prediction, Modeling and Analysis of Complex Systems
Verlag: Springer International Publishing
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The article summarized current state of our works regarding usage of exponential smoothing Holt-Winters’ based models for analysis, modelling and forecasting Time Series with data of computer network traffic. Especially we use two models proposed by J. W. Taylor to deal with double and triple seasonal cycles for modelling network traffic in two local area networks and three campus networks. We use three time series with data of TCP, UDP and ICMP traffic (given by number of packets per interval) on each network.