Methods and systems for managing data processing system are disclosed. A data processing system may include one or more hardware and/or software components. The operation of the data processing system may depend on the operation of these components. To manage the operation of the data processing system, future failures of the hardware components may be predicted and used as a basis for predicted services to reduce the threat of the predicted component failures. To manage performance of the predicted services, the predicted services may be scheduled for performance. To schedule performance of the predicted services, limitations on availability of service professionals that may complete the predicted services may be taken into account.