Loading…
In-person
19-22 March
Learn More and Register to Attend

The Sched app allows you to build your schedule but is not a substitute for your event registration. You must be registered for KubeCon + CloudNativeCon Europe 2024 to participate in the sessions. If you have not registered but would like to join us, please go to the event registration page to purchase a registration.

Please note: This schedule is automatically displayed in Central European Standard Time (UTC +1). To see the schedule in your preferred timezone, please select from the drop-down menu to the right, above "Filter by Date." The schedule is subject to change and session seating is available on a first-come, first-served basis. 
Back To Schedule
Wednesday, March 20 • 10:15 - 10:30
Keynote: Platform Building Blocks: How to Build ML Infrastructure with CNCF Projects - Yuzhui Liu, Team Lead & Leon Zhou, Software Engineer, Bloomberg

Sign up or log in to save this to your schedule, view media, leave feedback and see who's attending!

Tweet Share
Feedback form is now closed.


Join the Bloomberg Data Science Platform's engineering team as they share some of their experience in providing managed ML platforms that have been built with versatile, open source CNCF projects. This session will offer an overview, beginning with how to manage a Jupyter notebook platform using Istio, OPA, Web Assembly (WASM), and Calico to provide a secure interactive environment.

This talk will then share strategies and lessons learned for building a model training platform, utilizing Kubeflow training operators, cloud-native GPU components and Buildpacks. The speakers will also reveal how cross-cluster batch scheduling can be a game-changer to improve resource utility.

Moving onto Istio and KServe, this talk will also discuss how to set up a resilient model serving platform that is fit for production demands. By the end of this talk, you'll have a blueprint for building an efficient, scalable ML platform within the CNCF ecosystem. Let's build together!
Speakers
avatar for Leon Zhou

Leon Zhou

Software Engineer, Bloomberg
Leon Zhou is a software engineer on the Data Science Platform engineering team at Bloomberg. With prior experience in ML during his time at ByteDance and the University of Pennsylvania, he is now working on platform engineering to facilitate machine learning development, as well as... Read More →
avatar for Yuzhui Liu

Yuzhui Liu

Team Lead, Bloomberg
Yuzhui Liu leads a strong and dynamic engineering team at Bloomberg, which is focused on providing managed solutions for model training, notebook, and HPC infrastructure. She collaborates widely in the CNCF community, was a contributor to KServe, and is the co-chair for Cloud Native... Read More →

Wednesday March 20, 2024 10:15 - 10:30 CET
Pavilion 7 | Level 7.3 | Paris Room
  Keynote Sessions