docker - Can kubernetes implement the function of having a cluster and allocating bare metal to users from the cluster?

Question

My understanding is that kubernetes manages a cluster and then allocates a linux docker container with cpu or
gpu to a user, and then the user can work in a limited resource and operating system.

How do users use resources? Use shell to operate?

Answer 1

User uploads a Dockerfile.