Mobile Internet has its own terminal access at any time, limited bandwidth and other characteristics, the effective allocation of resources and management is the primary means to improve the cloud computing performance. However, due to the diversification of its businesses, small service scheduling granularity and flexibility, for this feature, we propose resource allocation prediction method by SVM and wavelet decomposition, effectively improve the performance of the system.