Hyperscale artificial intelligence and machine learning infrastructure

This invention describes a massive computer system built for artificial intelligence and machine learning tasks. It uses many racks of powerful graphics processors and specialized storage systems. The key idea is that the storage systems are designed to keep data traffic separate from control traffic, and they use software to manage all the storage resources across the entire system as if it were one unified pool.