To be frank, I’m not a fan of Kubernetes as long as GPU is concerned. Kubernetes has a very large legacy. Why we think dstack can do better:
1. Lightweight-ness - that it very easy to integrate dstack with modern cloud GPU providers.
2. AI-friendly interface built-in - no need to things like KubeFlow and alike.
FTR, we integrate dstack with Kubernetes too - already [1] But our native cloud integrations can be a lot more efficient. For example, when it comes to auto-scaling - this part is in work