Abstract: The system includes a job request collection and distribution module, a scheduling service module and a job execution service module. The job request collection and distribution module receives first description information of a job to be executed from a user terminal. A current scheduling service module matched with a job scheduling algorithm name in at least one scheduling service module determines a computing resource required by the job to be executed according to the first description information, and then determines a job scheduling result according to the required computing resource and currently available cluster computing resources. The job is submitted to a high-performance computer through a current job execution service module matched with a job execution service name in at least one job execution service module according to a device identifier and a global identifier of the job to be executed contained in the scheduling result.