Automatic prediction method based on attention mechanism and cloud resource adjustment system

The invention belongs to the technical field of cloud computing, and particularly relates to an automatic prediction method based on an attention mechanism and a cloud resource adjustment system.The automatic prediction method comprises the steps that resource information in all host machines on a cloud platform and resource application information of a cloud host are collected, and basic data are obtained, the resource application information and the use condition of the future cloud host are analyzed and predicted through an Lstm-Mix-Attention network algorithm with an attention mechanism on the basis of the basic data, and whether the residual resource information of each current host meets the requirements of the applied cloud host or not is judged according to the prediction result; the resources of the host machine are adjusted by a cloud resource automatic adjustment algorithm according to the judgment result, and the resource application condition of the cloud host machine in the future is predicted b