A primary task manager, which is a local task manager, can perform a distributed task on a local server. If the performing of the task with the local task manager succeeds, the distributed task can then be propagated to at least one secondary task manager, which is a remote task manager. The remote task manager is capable of performing the distributed task. If the performing of the task with the local task manager fails, an undo task that is associated with the distributed task can be performed.