A computer-implemented method for performing a process is provided. The method comprises: (a) receiving a request to perform a process, the process comprising a plurality of tasks and at least a scheduler rule; (b) receiving a plurality of checkpoints associated with the process, each checkpoint comprising checkpoint state data and at least a respective checkpoint rule governing execution of the process; (c) determining a first task of the plurality of tasks to be scheduled into a priority queue, in accordance with the scheduler rule; (d) determining the first checkpoint of the plurality of checkpoints that is to be the first checkpoint used in processing the first task, in accordance with the scheduler rule; (e) creating the checkpoint state data for the first checkpoint; (f) saving the checkpoint state data for the first checkpoint; (g) processing the first task in accordance with the checkpoint rule associated with the first checkpoint; (h) determining the next task in the plurality of tasks to perform, based on the checkpoint rule associated with the first checkpoint; (i) updating the saved checkpoint data for the first checkpoint with the data and state associated with the first task; and (j) repeating steps (c) through (i) for each subsequent task and checkpoint, in accordance with the respective scheduler and checkpoint rules, until a predetermined condition has been reached.