A system to improve operation of a data center with heterogeneous computing clouds may include monitoring components to track data center climate controls and individual heterogeneous computing clouds' operating parameters within the data center. The system may also include a controller that regulates the individual heterogeneous computing clouds and data center climate controls based upon data generated by the monitoring components to improve the operating performance of the individual heterogeneous computing clouds as well as the operating performance of the data center. The system may further include spilling computing clouds to receive excess workload of an individual heterogeneous computing cloud without violating individual heterogeneous computing clouds contracts.