Methods, non-transitory computer readable media, and computing devices that manages clusters of a storage system using a cloud resident orchestrator includes receiving an application programming interface (API) request from a volume manager device associated with storage volumes. Control messages in a queue intended for the storage volumes are identified. A message processing operation for each of the identified control messages is determined. The determined message processing operation is performed using the volume manager device associated with storage volumes.