GPU Acceleration of PySpark using RAPIDS AI

@inproceedings{Aguerzame2019GPUAO,
  title={GPU Acceleration of PySpark using RAPIDS AI},
  author={Abdallah Aguerzame and Beno{\^i}t Pelletier and François Waeselynck},
  booktitle={DATA},
  year={2019}
}
RAPIDS AI is a promising open source project for accelerating Python end to end data science workloads. Our quest is to be able to integrate RAPIDS AI capabilities within PySpark and offload PySpark intensive tasks to GPUs to gain in performance. 

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References

Publications referenced by this paper.
SHOWING 1-2 OF 2 REFERENCES

GPU-accelerating UDFs in PySpark with Numba and PyGDF

  • Keith Kraus, Joshua Patterson
  • AnacondaCon
  • 2018