Madhuri is a systems engineer with 19 years experience in database server technologies (Oracle), virtualization (VMware), and container technologies (ClusterHQ) before founding Elotl. Madhuri received her Masters in Computer Science from Indiana University Bloomington, and Bachelors in Computer Science from Indian Institute of Technology Kharagpur.
Ray on Public-Cloud Kubernetes: experiments, lessons learned, and suggested best practices
Ray is an increasingly popular distributed execution framework for scaling applications and leveraging state of the art machine learning libraries. With the availability of GPU compute shapes on public clouds, deploying Ray on the public cloud is an attractive option over deploying it on bespoke on-prem compute resources. This talk explores suitability of Kubernetes on public cloud as a deployment platform for Ray, shares experiments with Ray deployed on Nodeless Kubernetes, lessons learned, and suggested best practices.