New GPU Library Lowers Compute Costs for Apache Spark ML – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-20T19:00:00Z http://www.open-lab.net/blog/feed/ Erik Ordentlich <![CDATA[New GPU Library Lowers Compute Costs for Apache Spark ML]]> http://www.open-lab.net/blog/?p=63301 2023-10-25T21:29:40Z 2023-04-18T16:00:00Z Spark MLlib is a key component of Apache Spark for large-scale machine learning and provides built-in implementations of many popular machine learning...]]> Spark MLlib is a key component of Apache Spark for large-scale machine learning and provides built-in implementations of many popular machine learning...Decorative image of dark blue background with points of light connected with lines.

Spark MLlib is a key component of Apache Spark for large-scale machine learning and provides built-in implementations of many popular machine learning algorithms. These implementations were created a decade ago, but do not leverage modern computing accelerators, such as NVIDIA GPUs. To address this gap, we have recently open-sourced Spark RAPIDS ML (NVIDIA/spark-rapids-ml)��

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