Simultaneous Multikernel: Fine-grained Sharing of GPGPUs

Studies show that non-graphics program s can be less optimized for the GPU hardware, leading to significant resource under-utilization. Sharing the GPU among multiple programs can effectively improve utilization, which is particularly attractive to systems (e.g., cloud computing) where many applications require access to the GPU. However, current GPUs lack proper architecture features to suppo…