A Novel Cooperative Cache Policy for Wireless Networks

Algorithm 1

The content popularity prediction based on the LSTM.

Input: The content library and number of the training time slots .

Initialise the predicted content popularity .

1 Forc =1,…, F, do

2    Obtain

3    Foru =1, T, do

4     Input

5     Obtain

6     Loss value =

7     Backpropagates

8    Adjust the weights of all of the neural layers

9    Obtain the trained LSTM neural network

End for

10   Input{,,} into the trained LSTM neural network

11   Obtain

12  End for

13 =