Abstract: According to an aspect of an embodiment, a method may include obtaining a task graph that represents operations for a task. The task graph may include multiple sub-task graphs. The method may further include obtaining a first computation time to perform a subset of the operations corresponding to a set of the multiple sub-task graphs based on parallel performance of the subset of the operations. The method may further include obtaining a second computation time to perform the subset of the operations using multiple resources according to a resource schedule of the multiple resources and determining a difference between the first computation time and the second computation time. The method may further include in response to the difference satisfying a threshold, performing the operations of the task graph using the multiple resources based on the resource schedule of the multiple resources.