NCA-ADS - Data Science Pipelines and Workflow Automation - Section 3.4
Automate and scale workflows with RAPIDS and Dask.
Scale data science workflows beyond a single GPU by combining RAPIDS with Dask to distribute computation across multiple workers. Configure Dask clusters, partition data appropriately, and recognise when task-graph overhead outweighs the parallelism benefit.
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