The invention discloses a self-adaptive
resource scheduling method for improving cluster reconstruction efficiency, and relates to the field of
resource scheduling distribution, and the method comprises the steps: monitoring the
resource use data of each node in a cluster in real time through a monitoring agent, and obtaining the health state of the node through a
heartbeat mechanism; collecting input task requests, predicting the resource demand quantity of each task, and performing preliminary
queue processing on the tasks to obtain a task
queue group; setting a resource competition constraint according to the task
queue group and the
resource use data and the health state of each node, obtaining
dynamic resource scheduling corresponding to each task by using an optimization
algorithm, and allocating the tasks to each node; a
resource scheduling dynamic graph is constructed, a
visual interface is set, and the resource scheduling dynamic graph is arranged on the
visual interface and used for displaying resource scheduling, providing a user-friendly interface and realizing high-efficiency scheduling of adaptive resources in a cluster reconstruction process.