Yeah, it's industry wide. We work directly with nvidia. They use our product. I thought the paper was interesting, definitely not a magic bullet for the problem. You used to be able to over provision with kubernetes 1.8 and before, but they fixed that useful bug for good reasons. I expect we'll have an official solution in Q1 next year, but I'm always on the look out to explore related implementations.