WEKA Data Platform for AWS
A new wave of workloads is moving to AWS for machine learning, high-performance computing, and various industry-specific applications. Enabled by innovation in high-density compute, fast networks, and GPU acceleration, builders are creating new ways to get their work done. Creative studios are building their entire content production pipeline on elastic cloud resources, but artists require a “local feel” when editing video files and rendering at 120 frames per second. Pharma researchers are using new tools like high-resolution cryogenic electron microscopy to analyze protein structures to discover new viral treatments. Still, they need the ability to rapidly analyze hundreds of thousands of individual files at petabyte scale. Generative AI developers training and tuning their large language models need high-speed access to the millions of small files that make up the massive data sets used in training.