Techniques for cloud control and management are provided. The control, creation, and management of workloads in distributed infrastructures are coordinated via a master Configuration Management Database (CMDB). The master CMDB is also used to unify the multiple distributed infrastructures so that the workloads are rationalized. Moreover, data centers are coordinated with the distributed infrastructures so the configuration settings and policies included in the master CMDB are enforced and synchronized throughout the network.