Boosting Data Ingest Throughput with GPUDirect Storage and RAPIDS cuDF

Originally published at: https://developer.nvidia.com/blog/boosting-data-ingest-throughput-with-gpudirect-storage-and-rapids-cudf/

Learn how RAPIDS cuDF accelerates data science with the help of GPUDirect Storage. Dive into the techniques that minimize the time to upload data to the GPU

Thank you for checking out our article. Since the publication, we added a “read throughput” analysis based on the benchmarks in this report. The analysis shows that for high-cardinality data with simple data types, we exceed 5 GiB/s end-to-end read throughput with GDS.

1 Like