Embodiments of the disclosure include systems for performing a data manipulation function. The method includes receiving, by a processor, a request from an application to perform the data manipulation function and based on determining that a specialized hardware device configured to perform the data manipulation function is available, the method includes determining if executing the request on the specialized hardware device is viable. Based on determining that the request is viable to execute on the specialized hardware device, the method includes executing the request on the specialized hardware device.