The Good and Bad in Kubernetes for AI
Itay Ariel, Backend Team Lead at cnvrg.io
Kubernetes has become de facto the operating system for running workloads over the cloud. But, the question is whether it is also the best tool for AI workloads. In cnvrg.io we have been running AI workloads in Kubernetes for many years, and we have learned many lessons. In this session, Itay Ariel, cnvrg.io backend team lead will examine the existing solutions for running AI workloads over Kubernetes, specifically using native Kubernetes solutions, Kubeflow, volcano and cnvrg.io in house solutions.