Docker or Kubernetes???
None of them. The bulk is part of the binary. If for some reason you wanna know where is the binary. Hit in your terminal “which dgraph” and it will give something like /usr/bin/dgraph or something.
Dgraph Bulk can run in any Linux Distro. If the OS has access to your Storage, so yes it can.