Batch parallel printing method based on fault prediction and load balancing

The invention discloses a batch parallel printing method based on fault prediction and load balancing, and the method comprises the steps: obtaining a plurality of to-be-printed tasks, and dividing each to-be-printed task into a plurality of to-be-printed sub-tasks according to a printing type; monitoring data and working data of each printer are obtained, the monitoring data and the working data are input into a pre-trained fault prediction model, and the fault probability of the printer is obtained; classifying and sorting the printers according to the fault probability and performance data of each printer to form a printer recommendation sequence of different printing types; and selecting a corresponding printer recommendation sequence according to the printing type of the to-be-printed sub-task, and performing dynamic polling distribution on the to-be-printed sub-task in the printer recommendation sequence according to the real-time load condition of the printer. 本发明公开了一种基于故障预测和负载均衡的批量并行打印方法，包括：获取若干待打印任务，