Kubernetes Love Machine Learning, Even on Private Cloud Hui Luo, VMware

Join us for Kubernetes Forums Seoul, Sydney, Bengaluru and Delhi learn more at Don t miss KubeCon + CloudNativeCon 2020 events in Amsterdam March 30 April 2, Shanghai July 2830 and Boston November 1720 Learn more at The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCFhosted projects Kubernetes Love Machine Learning, Even on Private Cloud Hui Luo, VMware Kubernetes has established as a good platform for machine learning workloads by extending support of accelerators like GPU, all major public cloud provider are offering GPU enabled Kubernetes services, but public cloud is not the only option for users. There are ongoing efforts from the community to make running machine learning workloads with Kubernetes on private cloud as easy as on public cloud. This talk is going to cover 3 major challenges that facing private cloud when enable GPU on Kubernetes. I will also demonstrate and discuss some of the pro