A method, in a data processing system comprising a processor and a memory, for managing computing tasks, the method comprising retrieving, by the data processing system, data files from a corpus data server, identifying, by the data processing system, task features from the data files, creating, by the data processing system, a plurality of tasks for loading to a memory device and execution by one or more processors based on the task features, associating, by the data processing system, the plurality of tasks based on similarities of the task features, and generating, by the data processing system, mappings of the plurality of tasks based on the association, wherein the mappings include instructions for logically merging execution of the plurality of tasks.