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Wednesday, May 22 • 11:55 - 12:30
Towards Kubeflow 1.0, Bringing a Cloud Native Platform For ML to Kubernetes - David Aronchick, Microsoft & Jeremy Lewi, Google

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In December of 2017, a small number of folks from a handful of companies introduced Kubeflow; an open, cloud native platform for machine learning. The project has gained a lot of momentum with hundreds of committers, thousands of commits and stars. With the traction, many companies are asking if can Kubeflow help them bring their ML practices to the next level, and where Kubeflow is going next.

This talk will discuss the growth of the Kubeflow ecosystem and its place in the lifecycle of ML development. We will provide concrete examples of how Kubeflow is developing new applications such as Katib for hyperparameter tuning and Kubeflow pipelines to address gaps in the landscape. We will also show how we are using Kubernetes and Cloud Native technologies to glue these applications into a cohesive platform, and where Kubeflow will be going next.

avatar for David Aronchick

David Aronchick

Head of OSS Machine Learning, Microsoft
David leads Open Source Machine Learning Strategy at Azure. This means he spends most of his time helping humans to convince machines to be smarter. He is only moderately successful at this.Previously, he led product management for Kubernetes, launched Google Kubernetes Engine and... Read More →
avatar for Jeremy Lewi

Jeremy Lewi

Senior Software Developer, Google
Jeremy Lewi is a co-founder and lead engineer at Google for the Kubeflow project, an effort to help developers and enterprises deploy and use ML cloud-natively everywhere. He's been building on Kubernetes since its inception starting with Dataflow and then moving onto Cloud ML Engine... Read More →

Wednesday May 22, 2019 11:55 - 12:30 CEST
Hall 8.0 F1