Vineyard on KubernetesΒΆ

Vineyard can be seamlessly deployed on Kubernetes, managed by the Vineyard Operator, to enhance big-data workflows through its data-aware scheduling policy. This policy orchestrates shared objects and routes jobs to where their input data resides. In the following tutorials, you will learn how to deploy Vineyard and effectively integrate it with Kubernetes.

The Vineyard operator serves as the central component for seamless integration with Kubernetes.

Vineyard functions as an efficient intermediate data storage solution for machine learning pipelines on Kubernetes.