NVIDIA outlines AI-agent workflow for rewriting Spark UDFs for GPUs
NVIDIA says AI agents can help rewrite Apache Spark UDFs for GPU acceleration, with reported 22x speedups in a 600-billion-row workload.
Ray Data Adds GPU-Native Operators With NVIDIA cuDF Integration
Anyscale's Ray Data now supports NVIDIA cuDF and RapidsMPF, delivering up to 3x better TCO for GPU-accelerated AI data processing workloads.
NVIDIA GQE Sets Benchmark for GPU-Accelerated Query Engines
NVIDIA's GPU Query Engine (GQE) leverages Grace Blackwell hardware to deliver 7.5x faster database performance compared to CPUs. Learn how.
NVIDIA's RAPIDS cuDF Enhances Data Processing with JIT Compilation
NVIDIA's RAPIDS cuDF leverages JIT compilation for efficient data processing, enhancing GPU utilization and execution speed.
RAPIDS 24.12 Enhances Data Processing with PyPI Packages and Unified Memory
NVIDIA's RAPIDS 24.12 release introduces cuDF packages on PyPI, CUDA Unified Memory for Polars, and improved GNN training, significantly boosting data processing capabilities.
NVIDIA's RAPIDS cuDF Enhances pandas Performance by 30x on Large Datasets
NVIDIA releases RAPIDS cuDF unified memory, boosting pandas performance up to 30x on large and text-heavy datasets.