Network Traffic Prediction Based on Deep Belief Network and Spatiotemporal Compressive Sensing in Wireless Mesh Backbone Networks

Algorithm 1

DBNSTCS algorithm.

(1) Input: training set ; known network traffic

(2) Output: network traffic predictor

(3) for    do

(4)

(5) end for

(6) Training deep architecture using as a training set

(7)

(8)

(9)

(10)

(11) return