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Accelerator-aware scheduling in Apache Spark 3.0

Accelerator-aware scheduling in Apache Spark 3.0

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Based on the work done in YARN and Kubernetes to support GPUs and some offline prototypes, we could have necessary features implemented in the next major release of Spark.
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