A method, a non-transitory computer readable medium, and a system are disclosed for scheduling print jobs on a plurality of printers. The method includes: collecting job information on each of a plurality of print jobs; obtaining a predicted success rate for each of the plurality of print jobs with each of the plurality of printers based on the job information on the each of the plurality of print jobs, the predicted success rate being a likelihood that a print job can be successfully completed by a printer; and assigning each of the plurality of print jobs to one or more printers of the plurality of printers with the predicted success rate for each of the one or more printers of the plurality of print jobs being greater than a predicted success threshold.