1. A method for distributed operational control in a computing system configured to provide cloud computing services, the computing system having a control cluster and an execution cluster, the method comprising: receiving, at the control cluster, a tenant request for a cloud-based computing service at the computing system; generating a tenant model associated with the requested cloud-based computing service based on the received tenant request, the tenant model including at least one of input/output interfaces, function descriptions, codes, or execution containers; creating an application configured to provide the requested cloud-based computing service based on the tenant model, the application including one or more services individually including computer executable instructions, runtime configurations, and data; and pushing configuration data of the created application to the execution cluster to be executed at the execution cluster to provide the client requested cloud-based computing service without further intervention from the control cluster.