Jacob Tomlinson • 1/25/2024

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

Read Original

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.

0 comments
#Python #distributed computing #Cluster Management
Running Dask workloads on multiple cluster backends with zero code changes using dask-ctl

Comments

No comments yet

Be the first to share your thoughts!

Browser Extension

Get instant access to AllDevBlogs from your browser

Top of the Week

1
React, useEffect, and Stale Closures: How to Avoid Them with Dependencies and useRef
Jivbcoop • 4 votes
2
Better react-hook-form Smart Form Components
Maarten Hus • 2 votes
3
AGI, ASI, A*I – Do we have all we need to get there?
John D. Cook • 1 votes
4
Quoting Thariq Shihipar
Simon Willison • 1 votes
5
Dew Drop – January 15, 2026 (#4583)
Alvin Ashcraft • 1 votes
6
Using Browser Apis In React Practical Guide
Jivbcoop • 1 votes