An accelerated system is the next phase in the evolution of computers. Just like how all smartphones today have processors for graphics and AI, so too will every server and workstation have compute accelerators to power today’s modern applications, including AI, visualization, and autonomous machines. Many of these systems will also have data processing units, which accelerate the network, storage and security services that are central to cloud native and cloud computing frameworks.