Browsing by Author "Pukach, Pavlo"
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Item Using dynamic neural networks for server load prediction(Lviv Polytechnic National University, 2018-06-25) Pukach, Pavlo; Hladun, Volodymyr; Lviv Polytechnic National University, Department of Applied mathematicsIn this paper, the approach of using neural networks for making time series predictions of strongly nonlinear data is used. A brief examination of neural networks usage for time series predictions is given, as well as the definition and schematics of LSTM blocks. The comparison between the time delay values and the prediction accuracy is given. It is shown that certain values of time delay can greatly increase the prediction accuracy.