This application discloses a heterogeneous computing power resource aggregation and intelligent task matching and
distribution system and method, belonging to the field of computing power
resource distribution technology. The heterogeneous computing power resource aggregation and intelligent task matching and
distribution system includes a computing power cluster registration module, a task publishing module, and a computing
power market coordination module. The computing power cluster registration module is used for clusters to declare their heterogeneous hardware and
software environment capabilities; the task publishing module allows users to define task requirements; the computing
power market coordination module has a built-in intelligent scheduling engine, which achieves
optimal matching between tasks and computing power clusters based on multiple dimensions such as cluster capabilities, real-time load, pricing strategy, user budget, task priority, and cluster reputation
score, and issues task instructions to the
proxy service of the matched cluster. This invention aims to solve the problem of difficult unified management and efficient utilization of heterogeneous computing power resources, and improves
resource allocation efficiency and user task execution satisfaction through unified
resource description and multi-dimensional intelligent matching.