如何用 AI 智能体重写 Apache Spark UDF 以实现 GPU 加速
How to Rewrite Apache Spark UDFs for GPU Acceleration with AI Agents
NVIDIA 介绍如何借助 AI 智能体将 Apache Spark UDF 重写为基于 cuDF 的 GPU 加速实现，以应对智能体 AI 带来的大规模数据集高频复杂查询需求。cuDF 利用 GPU 的大规模并行能力和高带宽显存提升数据吞吐，目标是在成本不按比例增加的前提下满足企业级数据处理需求。
Enterprise applications have become increasingly demanding. Agentic AI has compounded the need for vast amounts of enterprise data with frequent, complex...
Enterprise applications have become increasingly demanding. Agentic AI has compounded the need for vast amounts of enterprise data with frequent, complex queries across increasingly large datasets. Meeting that demand requires greater data throughput without a proportional increase in cost. NVIDIA cuDF addresses this challenge by leveraging the massive parallelism and high-bandwidth memory of…
来源：NVIDIA Technical Blog · developer.nvidia.com