Hi Tarik,
We do have multi-tenancy in our KF installation for most components except pipelines. Multi-tenancy is implemented by the KF profile controller that creates a namespace for each user that logs into the KF dashboard. In this namespace a user can run Jupyter notebooks, run Katib experiments, run distributed training and serve models. While this is multi-tenant, we don't have authentication integrated yet, please follow this story to get the latest updates on adding auth to ODH: https://issues.redhat.com/browse/ODH-443

Juana

On Mon, Nov 22, 2021 at 2:51 PM tarik lwa3er <itmwiw@gmail.com> wrote:
Hello,
I would like to know if there is any way to achieve multi-tenancy in kubeflow's openshift distribution?
I'm on openshift 4.7 and I did manage to install kubeflow using the following kfdef: https://raw.githubusercontent.com/opendatahub-io/manifests/v1.3-branch/distributions/kfdef/kfctl_openshift_v1.3.0.yaml. Once installed, there were no authentication mechanism and thus not ideal for production use-cases.
I did some search and figured out opendatahub's teams are reflecting on an integrated authentication solution for ODH and KF (cluster vs namespace).
Meanwhile, I still need multi-tenancy and I would like to know if it's possible to have kubeflow installed with istio and dex(or keycloak) on openshift 4.7.
Thanks in advance.
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