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Accelerating Large-Scale Data Analytics with GPU-Native Velox and NVIDIA cuDF

NVIDIA Developer Blog · published 6 October 2025

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https://developer.nvidia.com/topics/ai/data-science/cuda-x-data-science-libraries

developer.nvidia.com

NVIDIA GH200 Superchip Delivers Breakthrough Energy Efficiency and Node Consolidation for Apache Spark Read at the source ↗

developer.nvidia.com

https://github.com/rapidsai/cudf

github.com

https://velox-lib.io/

velox-lib.io

https://github.com/facebookincubator/velox/tree/main/velox/experimental/cudf

github.com

https://prestodb.io/

prestodb.io

https://spark.apache.org/

spark.apache.org

https://velox-lib.io/blog/extending-velox-with-cudf/

velox-lib.io

https://github.com/prestodb/presto/tree/1f99afc91e5ea5fb81b6bb5a51fb0a0aaae93cbb/presto-benchto-benchmarks/src/main/resources/sql/presto/tpch

github.com

https://www.tpc.org/tpc_documents_current_versions/current_specifications5.asp

tpc.org

https://github.com/rapidsai/velox-testing/issues/32

github.com

https://www.amd.com/content/dam/amd/en/documents/products/processors/ryzen-threadripper/threadripper-pro-design-aec.pdf

amd.com

https://www.nvidia.com/content/dam/en-zz/Solutions/data-center/rtx-pro-6000-blackwell-workstation-edition/workstation-blackwell-rtx-pro-6000-workstation-edition-nvidia-us-3519208-web.pdf

nvidia.com

https://resources.nvidia.com/en-us-data-center-overview-mc/en-us-data-center-overview/grace-hopper-superchip-datasheet-partner

resources.nvidia.com

https://docs.nvidia.com/networking/display/hpcxv215/unified+communication+-+x+framework+library

docs.nvidia.com

https://github.com/facebookincubator/velox/pull/15014

github.com

https://images.nvidia.com/aem-dam/Solutions/Data-Center/nvidia-dgx-a100-datasheet.pdf

images.nvidia.com

https://github.com/apache/incubator-gluten/pull/10684

github.com

https://www.nvidia.com/content/dam/en-zz/Solutions/design-visualization/solutions/resources/documents1/Datasheet_NVIDIA_T4_Virtualization.pdf

nvidia.com

https://github.com/apache/incubator-gluten/tree/34da0c6a6f32a806e7f8be9f5085e917943933e7/tools/workload/tpcds/run_tpcds

github.com

https://github.com/rapidsai/velox-testing?tab=readme-ov-file

github.com

https://github.com/facebookincubator/velox/discussions/11348

github.com

https://rapids.ai/slack-invite

rapids.ai

https://communityinviter.com/apps/prestodb/prestodb

communityinviter.com

https://github.com/facebookincubator/velox

github.com

https://github.com/prestodb/presto

github.com

https://github.com/oap-project/gluten

github.com