Direct memory access (DMA) is provided in a computing system that includes a central processing unit (CPU), CPU memory associated with the CPU, a graphics processing unit (GPU), GPU memory associatedwith the GPU, a storage device capable of direct memory access, and a peer-to-peer host bus to which the other components are electrically coupled, directly or indirectly. For each page of the GPU physical memory, a data structure representing the page of GPU physical memory is generated, a GPU virtual memory space is allocated, the GPU virtual memory space is mapped to a GPU physical memory space. Based on the data structure representing the page of GPU physical memory, the GPU physical memory space is mapped to a CPU virtual address associated with a user-space process. A direct input/outputoperation on the storage device is initiated using the CPU virtual address, which is mapped to the GPU physical memory, at least a bus address is generated based on the data structure representing the page of GPU physical memory, and a DMA operation is initiated based on the bus address to transfer data between the storage device and the GPU physical memory space through the peer-to-peer host buswithout copying the data to the CPU memory.