Embodiments relate to systems and methods for identifying service dependencies in a cloud deployment. In particular, a deployment module can receive usage data from a host cloud comprising data related to end user operation of a set of services in the host cloud as well as service dependencies among the set of services. In embodiments, the deployment module can determine candidate target clouds in which to deploy the set of services. Further, in embodiments, the deployment module can determine whether the candidate target clouds have a capacity to support the set of services, as well as whether services within the candidate target clouds are compatible based on the service dependencies.