Jacob Tomlinson • 1/25/2024

Running Dask workloads on multiple cluster backends with zero code changes using dask-ctl

This article explains how to use the dask-ctl library to separate cluster lifecycle management from application code. It demonstrates writing a Dask script that can run on different backends (local, Kubernetes, SLURM, Coiled) without modification by defining the cluster configuration in a YAML file, improving deployment flexibility and separation of concerns.

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#Python #distributed computing #Cluster Management