Manage Multi-tenant ML Workloads Using Istio

Manage Multi-tenant ML Workloads Using Istio

Explore how Istio can be integrated into multi-tenant machine learning pipelines like Kubeflow in this informative conference talk. Discover the benefits of using Istio for managing multi-tenant ML workloads on Kubernetes, including workload isolation and protection through identity, access, and API management. Learn about Istio's architectural components, challenges in multi-tenancy, and practical applications in Kubeflow. Gain insights into user access isolation through end-user authentication and authorization, as well as Istio's traffic management capabilities. Watch a demonstration and find out how to participate in this growing field of machine learning workload management on Kubernetes.