1. A method of predicting GPU malfunctions, the method comprising: installing a daemon program at a GPU node, the daemon program periodically collecting GPU status parameters corresponding to the GPU node at a pre-determined time period; obtaining the GPU status parameters from the GPU node; and comparing the obtained GPU status parameters with mean status fault parameters to determine whether the GPU is to malfunction, wherein the mean status fault parameters are obtained by use of a pre-configured statistical model.