A distributed computing task management system includes an application for monitoring a processing load of multiple resources that are used to execute a distributed computing task. The resources include at least one hardware resource and one or more virtual objects executed on the hardware resources in a virtual computing environment. Using the monitored processing load, the application adjusts a performance of the resources to compensate for changes in the processing load incurred by the resources due to execution of the distributed computing task.