Ray on Kubernetes - Powering Quantitative Research at Scale
Explore a 13-minute conference talk from Ray Summit 2024 that demonstrates how Ray on Kubernetes is transforming quantitative research infrastructure in trading firms. Learn how to build a high-performance platform supporting 100,000 concurrent CPU cores with GPU extensibility, as presented by Dizhou Wu. Discover practical insights into integrating Ray into quantitative research workflows, effectively managing the transition between large offline research jobs and interactive intraday tasks. Gain technical knowledge about implementing a custom Ray controller solution for handling Kubernetes spot instances, ensuring reliability in unstable infrastructure environments. Understand the organizational aspects of Ray adoption, including strategies for gaining stakeholder support and developing effective user training programs. Master the implementation of cutting-edge computational solutions that are revolutionizing the quantitative trading landscape through scalable and unified workload management. Read more