Customize Autoscaling using dask's kubernetes operator

Thanks a lot for your explanation @jacobtomlinson . Regarding the example :it is a bit tricky to create one but I am working on it. If I manage to create one I will add it to my other question Shuffle P2P unstable with adaptive k8s operator?. This ticket also contains a better description of the likely “root cause” of our problems.

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