Using LSTM network for predicting radio mobile networks’ behaviors

The use of a Long-Short Term Memory (LSTM) network for predicting radio networks’ behaviors based on real statistical data from operational support systems is suggested in this research. The promising results show the potential of our approach. The prediction results can help mobile network operators leverage networks’ operating performance.