Abstract: Methods, systems, and computer program products for training an optimized time estimation system for completing a data processing job to be run on a data processing device that operates within a distributed processing system having a range of platforms. Embodiments include creating a prediction algorithm based upon retrieved operational parameters associated with a data processing job. Embodiments also include retrieving further operational parameters associated with the data processing job. Embodiments include updating the prediction algorithm based on the further operational parameters, in which the prediction algorithm is updated by modifying parameter values associated with variable parameters of the prediction algorithm.

Abstract: A process controller adapted to provide an estimated prediction of a processing time for a data processing job to be run on one or more of a plurality of data processing devices that operate within a distributed processing system having a range of platforms, the process controller being in communication with a job prediction engine adapted to calculate an estimated processing time associated with the data processing job, wherein the process controller uses the estimated processing time to determine the estimated prediction and is further adapted to control the assignment of the data processing job to the data processing devices upon acceptance of the estimated prediction by a user.

Abstract: A process controller adapted to provide an estimated prediction of a processing time for a data processing job to be run on one or more of a plurality of data processing devices that operate within a distributed processing system having a range of platforms, the process controller being in communication with a job prediction engine adapted to calculate an estimated processing time associated with the data processing job, wherein the process controller uses the estimated processing time to determine the estimated prediction and is further adapted to control the assignment of the data processing job to the data processing devices upon acceptance of the estimated prediction by a user.