Scheduling optimization method of scheduling apparatus, scheduling apparatus and storage medium

A scheduling optimization method of a scheduling apparatus, comprising:

• acquiring information of a current production environment of the scheduling apparatus, wherein the information of the current production environment comprises configuration information of a cluster and information of a workload to be scheduled;
• acquiring a first scheduling action, a first scheduling policy and a first parameter value in the first scheduling policy which are used by current scheduling of the scheduling apparatus;
• determining a second scheduling action and a second scheduling policy which are used by the scheduling apparatus after optimization and a second parameter value in the second scheduling policy according to the information of the current production environment of the scheduling apparatus, the first scheduling action and the first scheduling policy which are used by the current scheduling, the first parameter value in the first scheduling policy, and a scheduling performance optimization model, wherein the scheduling performance optimization model is obtained by training using historical sample data of scheduling performance optimization;
• and
• blocking in a scheduling queue the workload to be scheduled, replacing the first scheduling action and the first scheduling policy which are used by the current scheduling of the scheduling apparatus, and the first parameter value in the first scheduling policy with the second scheduling action, the second scheduling policy and the second parameter value in the second scheduling policy, and relieving blocking of the scheduling queue so as to perform scheduling optimization.