a Jupyter Server and Dask cluster via Kubernetes deployments. Can be manually scaled via kubectl/helm/dask_kubernetes.HelmCluster(). https://github.com/dask/helm-chart dask_kubernetes.KubeCluster() Ephemeral Dynamically launch Dask clusters onto Kubernetes and scale adaptively. Gets garbage collected when idle. https://github.com/dask/dask-kubernetes Dask Gateway Ephemeral/Fixed/Centralized Central hub for spawning Dask Clusters. Great for teams and organizations who want to run many clusters for many users. https://gateway.dask.org/