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, at the control cluster, 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 corresponding to the requested cloud-based computing service; creating, at the control cluster, 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, from the control cluster, 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, wherein the one or more services of the created application are provisioned, executed, and managed in the execution cluster according to the pushed configuration data of the created application from the control cluster without further interaction with the control cluster.