Reuse Dask from Julia on existing HPC facilities

There are many scientific facilities with Dask installed (and ports opened etc.) and user simply use Dask panel from the JupyterLab instance.

I’m wondering if anyone has tried / what needed to be able to piggy back existing Dask setup? I know there are experiments to use Dask for C++ backend (of course the interface is still in Python).