Search

Now showing items 1-2 of 2

Comparative Study of Forecasting Schemes for IoT Device Traffic in Machine-to-Machine Communication

Nakip, M.; Gul, B.C.; Rodoplu, V.; Guzelis, C. (ASSOC COMPUTING MACHINERY, 2019)

We present a comparative study of Autoregressive Integrated Moving Average (ARIMA), Multi-Layer Perceptron (MLP), 1-Dimensional Convolutional Neural Network (1-D CNN), and Long-Short Term Memory (LSTM) models on the problem ...

Comparative study of forecasting schemes for IoT device traffic in machine-to-machine communication

Nakip, M.; Gul, B.C.; Rodoplu, V.; Guzelis, C. (ACM International Conference Proceeding Series, 2019)

We present a comparative study of Autoregressive Integrated Moving Average (ARIMA), Multi-Layer Perceptron (MLP), 1-Dimensional Convolutional Neural Network (1-D CNN), and Long-Short Term Memory (LSTM) models on the problem ...