NCA-ADS - Foundations of Accelerated Data Science - Section 5.5
Use distributed computing frameworks.
Use distributed computing frameworks such as Dask to partition datasets and coordinate parallel computation across multiple GPUs or nodes. Understand the scheduler model, task graph execution, and how partition size affects both memory usage and communication overhead.
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