October 10-11 | New York, New York
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Wednesday, October 10 • 3:50pm - 4:10pm
Keynote: Adapting Kubernetes for Machine Learning Workflows - Ania Musial, Senior Software Engineer & Keith Laban, Senior Infrastructure Engineer, Bloomberg

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The Bloomberg Professional Service (aka "the Terminal") provides data, analytics, news, information and communication to professionals in business, finance, government, and philanthropy. Through our internal machine learning platform, Bloomberg is applying advanced AI and GPU-accelerated compute to dozens of domains such as NLP, computer vision, time-series analysis and personalization.

In this talk, we'll discuss how we adapted Kubernetes to support a diverse set of machine learning workloads; how an ecosystem of data connectors enables rich collaboration; how we address multi-tenancy, data security and privacy; and finally, how we support heterogenous compute requirements and hardware acceleration.

avatar for Keith


Manager of Data Science and Compute Infra, Bloomberg
Keith Laban leads the compute and data science infrastructure efforts at Bloomberg. The teams he manages leverage Kubernetes as the building block of a compute engine with a rich feature set. They build and maintain the components required to address many of the computational and... Read More →
avatar for Ania Musial

Ania Musial

Machine Learning Platforms, CTO ML Product and Research, Bloomberg
Ania Musial is in the CTO ML Product & Research team at Bloomberg, guiding the strategic direction for AI, ML, NLP, and Data Science infrastructure, in partnership with counterparts in the office of the CTO. Technical Product Manager for a suite of infrastructure products to deliver... Read More →

Wednesday October 10, 2018 3:50pm - 4:10pm EDT