1. A method implementing an application-oriented dynamic data management middleware layer comprising: instantiating, with at least one processor, a storage object, wherein the storage object comprises a unique identifier, a data element and one or more virtual storage object; forming the virtual storage object in the storage object, wherein the virtual storage object comprises a set of virtual data elements and name spaces; invoking a set of kernel functions of a client-side computing system utilizing the application-orientedmiddleware layer, wherein the set of kernel functions implement formation of an application data object, wherein the application data object maps files and directories and other application data to the virtual storage object and integrates into a filesystem interface of an operating system on the client-side computing system or on a server side computing system: forming the application data object based on policies and a service level agreement requirement of the user applications, and initiating a data routing service of the application data object.