A Framework for Memory Oversubscription Management in Graphics Processing Units

Abstract

Modern discrete GPUs support unified memory and demand paging. Automatic management of data movement between CPU memory and GPU memory dramatically reduces developer effort. However, when application working sets exceed physical memory capacity, the resulting data movement can cause great performance loss.