NVIDIA has released educational resources for its cuDF and cuML libraries, including Colab notebooks and tutorials for exploring pandas accelerator mode and cuML's accelerator mode. The materials cove…
Anyscale and NVIDIA cuDF have integrated GPU-native operators into Ray Data, enabling up to 3x better total cost of ownership (TCO) on select data curation workloads compared to CPU-based solutions. T…
NVIDIA's open-source RAPIDS AI framework accelerates machine learning workflows by enabling GPU-based data processing, offering cuDF, a pandas-like library that performs operations on large datasets 1…
Craton Bolt v0.7.0, a pure Rust JIT-compiled GPU SQL engine, compiles each query into a fresh NVIDIA PTX kernel at runtime via the CUDA driver API, eliminating C++ shims and precompiled kernels. The e…
Researchers introduced Jailbreak, a system that uses large language models to regenerate database storage readers, bypassing traditional database drivers like JDBC and ODBC to read storage files direc…
NVIDIA's cuDF library now provides GPU-accelerated execution engines for the Polars Lazy API, enabling users to run dataframe operations on GPUs with automatic fallback to CPU when operations are unsu…