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newsDatabricks·July 19, 2022

Building Metadata and Lineage Driven Pipelines on Kubernetes

Summary

This video discusses using the Kubeflow Pipelines framework on Kubernetes and how its integration with MLMD and Tekton can be leveraged for better metadata and artifact tracking, lineage, and pipeline execution. It also introduces Kubeflow Pipelines v2 features like intermediate representation and smart compilers to reduce dependency on backend architectures.

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