This has been a long time coming, but during his GTC keynote, Nvidia CEO Jensen Huang today announced support for the Google-incubated Kubernetes container orchestration system on Nvidia GPUs. The idea here is to optimize the use of GPUs in hyperscale data centers — the kind of environments where you may use hundreds or thousands of GPUs to speed up machine learning processes — and to allow developers to take these containers to multiple clouds without having to make any changes. “Now that we have all these accelerated frameworks and all this accelerated code, how do we deploy it into the world of data centers?,” Jensen asked.