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Spark-GPU

The purpose of this project is to investigate the performance gains from GPU acceleration of Apache Spark. A few applications, namely WordCount, KMeans-Clustering, and Floating-point Sorting are evaluated. In addition a number GPU-compatible functions for Spark's Resilient Distributed Datasets (RDD) have been implemented.

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Paper submission details coming soon.

License

Licensed under the Apache Software License 2.0. See LICENSE file.

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GPU Acceleration for Apache Spark

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  • Python 100.0%