How will a more tightly bound CPU and GPU impact your applications and development? Learn how new developments are changing how you program, opening the application aperture, and ushering in the next phase of GPU computing. GPU programming has always been impacted by the challenge of manual data management and the limits of the PCI-E bus. New features including Page Migration Engine are making data management easier. Now, systems with NVLink from CPU to GPU (POWER8 with NVLink) are breaking down the barriers between CPU and GPU even further. These changes have profound impacts on you as a developer, end-user, or administrator of GPU accelerated applications, how systems are architected. We'll explore how.