Machine Scheduling for AI Workloads on GPU

Newly emerging AI technologies pervade every industry: game-changing products and services like voice-controlled devices, autonomous vehicles, and even cures for illness, are here or on the horizon. Organizations that are AI-driven are making their products more intelligent and optimizing processes like operations and decisionmaking. These capabilities are transforming industries and revolutionizing business. Deep Learning (DL) is at the epicenter of this revolution. It is based on complex neural network models that mimic the human brain. The development of such DL models is extremely compute-intensive and has been enabled, in a great measure, by new hardware accelerators that satisfy the need for massive processing power.