Tag: Apache Spark | NVIDIA Developer Blog

Apache Spark

Data Science

spark-stack

Accelerating Spark 3.0 and XGBoost End-to-End Training and Hyperparameter Tuning

By Carol McDonald | October 5, 2020

AI / Deep Learning

spark-plus-gpu-era

Optimizing and Improving Spark 3.0 Performance with GPUs

By Carol McDonald | September 1, 2020

Data Science

end-to-end-pipeline (2)

Accelerating Apache Spark 3.0 with GPUs and RAPIDS

By Carol McDonald, Robert Evans and Jason Lowe | July 2, 2020

HPC

Figure 1: Graph algorithms exhibit non-locality and data-dependent parallelism. Large graphs, such as this map of the internet, represent billion-edge challenges that push the bandwidth limits of existing hardware architectures.

What to Do with All That Bandwidth? GPUs for Graph and Predictive Analytics

By Brad Bebee | March 21, 2016