At KubeCon + CloudNativeCon 2018, Mesosphere's Chris Gaun and Joerg Schad spoke about connecting your existing data services to TensorFlow on Kubernetes.

Kubeflow is a new tool that makes it easy to run distributed machine learning solutions (e.g. Tensorflow) on Kubernetes. However, much of the data that can feed machine learning algorithms is already in existing distributed data stores. This presentation shows how to connect existing distributed data services running on Apache Mesos to Tensorflow on Kubernetes using the Kubeflow tool. Chris Gaun shows you how this existing data can now leverage machine learning, such as Tensorflow, on Kubernetes using the Kubeflow tool. These lessons can be extrapolated to any local distributed data.