Self-Adaptive Prediction of Cloud Resource Demands Using Ensemble Model and Subtractive-Fuzzy Clustering Based Fuzzy Neural Network

Figure 9

The comparison of the training performance of different learning algorithms.

(a) Training procedure without self-adjusting learning rate

(b) Training procedure of FNN with self-adjusting learning rate and momentum weight