Accelerate all major Apache Spark 3 platforms with NVIDIA GPUS—without code changes.
GPU acceleration can help you improve business outcomes in a number of ways. Here are some key use cases for RAPIDS Accelerator for Apache Spark.
Evaluate your own Apache Spark workloads for GPU acceleration potential and learn how to configure a cluster for optimal cost savings.
RAPIDS Accelerator for Apache Spark is available with NVIDIA AI Enterprise. Get optimized performance for Spark deployments with full access to enterprise-grade support, security, and stability on certified platforms across on prem and cloud—including Amazon EMR, Google Cloud Dataproc, and Databricks. Take advantage of guaranteed response times, priority security notifications, and access to data science experts from NVIDIA.
NVIDIA LaunchPad provides free access to enterprise NVIDIA hardware and software through an internet browser. Customers can experience the power of GPU-accelerated Spark through guided hands-on labs.
The Cloudera and NVIDIA integration will empower us to use data-driven insights to power mission-critical use cases. We are currently implementing this integration and already seeing over 10X speed improvements at half the cost for our data engineering and data science workflows.
— Joe Ansaldi, Technical Branch Chief of Research Applied Analytics and Statistics, IRS
We’re seeing significantly faster performance with NVIDIA-accelerated Spark 3 compared to running Spark on CPUs. With these game-changing GPU performance gains, entirely new possibilities open up for enhancing AI-driven features in our full suite of Adobe Experience Cloud apps.
— William Yan, Senior Director of Machine Learning, Adobe
Our continued work with NVIDIA improves performance with RAPIDS optimizations for Apache Spark 3 and Databricks to benefit our joint customers like Adobe. These contributions lead to faster data pipelines, model training and scoring, that directly translate to more breakthroughs and insights for our community of data engineers and data scientists.
— Matei Zaharia, Original Creator of Apache Spark and Chief Technologist at Databricks
To unlock the value of AI-powered big data and learn more about the next evolution of Apache Spark, download the ebook Accelerating Apache Spark 3.x—Leveraging NVIDIA GPUs to Power the Next Era of Analytics and AI.