Peering Into The Future Of Machine Learning Hardware

When we think about high performance computing, it is often in the context of liquid-cooled systems deployed in facilities specifically designed to accommodate their power and thermal requirements. With artificial intelligence, things can get tricky. While the systems themselves are powered by many of the same CPUs, GPUs, and NICs, …

Keeping an eye on how the largest cloud providers choose to invest in hardware is always interesting but it does not often shed much light on how emerging workloads are driving new investments. As an Amazon, Google, Microsoft, or other cloud, bringing the best in breed processor is simply a …

You can’t be certain about a lot of things in the world these days, but one thing you can count on is the voracious appetite for parallel compute, high bandwidth memory, and high bandwidth networking for AI training workloads. And that is why Nvidia can afford to milk its prior …