Accelerating Apache Spark 3.0 with GPUs and RAPIDS – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-07-03T22:20:47Z http://www.open-lab.net/blog/feed/ Carol McDonald <![CDATA[Accelerating Apache Spark 3.0 with GPUs and RAPIDS]]> http://www.open-lab.net/blog/?p=18772 2022-08-21T23:40:21Z 2020-07-02T22:47:40Z Given the parallel nature of many data processing tasks, it��s only natural that the massively parallel architecture of a GPU should be able to parallelize and...]]> Given the parallel nature of many data processing tasks, it��s only natural that the massively parallel architecture of a GPU should be able to parallelize and...

Given the parallel nature of many data processing tasks, it��s only natural that the massively parallel architecture of a GPU should be able to parallelize and accelerate Apache Spark data processing queries, in the same way that a GPU accelerates deep learning (DL) in artificial intelligence (AI). NVIDIA has worked with the Apache Spark community to implement GPU acceleration through the��

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