Kubeflow Project Tacks Machine Learning on Top of Kubernetes
The Kubernetes community is extending the reach of the container orchestration platform into the field of machine learning.
Kubeflow is an open source project that supports machine learning stacks on Kubernetes. The project is housed within the Kubernetes project, which is part of the Cloud Native Computing Foundation (CNCF). CNCF is, of course, housed within the Linux Foundation.
Kubeflow includes the JupyterHub platform for creating and managing Jupyter notebook servers that are used by data science and research groups; a Tensorflow Customer Resource for managing compute resources to a specific cluster size; and a Tensorflow Serving container to house the machine learning work.
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