An apparatus for selecting a memory management method includes a memory condition module that determines memory parameters of host memory and device memory prior to a device executing a function and a memory selection module that selects a memory management method based on the memory parameters. The apparatus includes and an implementation module that implements the selected memory management method in association with execution of the function.