Accelerating Velox with RAPIDS cuDF - Nvidia

RAPIDS cuDF is an open source library for accelerating database and dataframe operations on NVIDIA GPUs. The query plan, pipeline, and driver components in Velox are a great match for the composable, device-wide algorithms in cuDF. We’ve added cuDF-based GPU Operators for TableScan, HashJoin, LocalAggregation, and more, and have demonstrated efficient GPU execution using Velox’s TPC-H-derived query plans. Please stay tuned to “velox/experimental” for upcoming cuDF content. Link to slides: https://shorturl.at/7oYRT