Job processing method, device and system

The invention provides a job processing method, device and system, and the method comprises the steps: obtaining the information of a job to be processed, and the information of the job to be processed comprises a job data size and job time delay information; the job data volume and the job time delay information are input to a pre-trained job priority identification model to output priority information of the to-be-processed job, and the job priority identification model is trained based on an attention mechanism; and scheduling resources according to the priority information of the to-be-processed job so as to process the to-be-processed job. According to the invention, the delay sensitive service can be processed in time, and the resource allocation efficiency can be improved. 本发明提供一种作业处理方法、装置及系统，所述方法包括：获取待处理作业信息，所述待处理作业信息包括：作业数据量和作业时延信息；将所述作业数据量和作业时延信息输入至预先训练的作业优先级识别模型，以输出所述待处理作业的优先级信息，其中，所述作业优先级识别模型基于注意力机制训练；根据所述待处理作业的优先级信息调度资源，以处理该待处理作业。本发明能够及时处理时延敏感性业务，可以提高资源分配的效率。