We discuss how we deployed Kubeflow on baremetal OpenStack
managed infrastructure to support cloud-native machine
learning workload use cases along with monitoring
infrastructure to give full visibility to the end user.
We compare the I/O performance of Kata containers against runC and
bare metal cases and establish of I/O cost of trading off the added
layer of security gained through hardware virtualisation
in container infrastructure.