The present invention relates to the technical field of computing power
resource management. Disclosed is a dynamic allocation
management system for monitoring computing power resources in real time, which
system is used for solving the problem of it not being possible for existing dynamic allocation management systems for computing power resources to perform efficient matching, optimal utilization, accurate evaluation and dynamic allocation on heterogeneous computing power resources. The
system comprises a central cloud and several edge nodes in communication connection with the central cloud, wherein the central cloud is internally provided with a real-time monitoring and prediction unit, a dynamic allocation
management unit and a fault detection and
processing unit. In the present invention, by means of analyzing the
utilization rate and latency information of heterogeneous computing power resources in detail, resources most suitable for a target
processing task can be efficiently matched; by means of eliminating computing power resources with lower latency scores, the overall
resource utilization efficiency is improved, and resource waste is avoided; and resource demand prediction is performed in combination with a plurality of parameters, such that the performance and value of computing power resources to be allocated can be evaluated more accurately. Therefore, the
effective management and optimal utilization of heterogeneous computing power resources are realized.