1. A method comprising: determining, by a processor, a current state of a network parameter configured for a containerized application in a cloud computing environment from a data structure associated with the containerized application that includes data related to network parameters; validating, by the processor, the current state of the network parameter against a container application profile of the containerized application, wherein the container application profile specifies a desired state of the network parameter; in response to a determination that the current state of the network parameter does not meet the desired state of the network parameter specified in the container application profile, determining, by the processor, whether a network interface that meets the desired state of the network parameter is available in the cloud computing environment; and in response to a determination that the network interface is available in the cloud computing environment, migrating, by the processor, the containerized application from a current network interface to the available network interface, wherein the migrating comprises migrating a copy of the container application to a computing resource that includes the available network interface, and installing the containerized application on the computing resource.