An apparatus, system, and method are disclosed for autonomically virtualizing a data storage server. The apparatus, system, and method include a central control hub module configured to service storage server operations between a client and one or more storage servers, a detection module configured to determine whether a set of storage conditions is satisfied, and a creation module configured to create an additional instance of a storage server in response to the set of storage conditions being satisfied. The central control hub module may also include a mapping module configured to maintain storage mappings between the client and servers and provide the storage mappings to the client. When a new server instance is created, it may include a new maintenance database instance.