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November 12-15
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Keynote: Take a Peek Under the Hood of Cloud-Native AI at Scale - Chen Goldberg, Senior Vice President of Engineering, CoreWeave & Peter Salanki, Chief Technology Officer, CoreWeave
Wednesday November 13, 2024 9:30am - 9:45am MST
Salt Palace | Level 1 | Hall DE
Training large-scale foundation models on Kubernetes brings a new set of challenges compared to traditional workloads. With tens of thousands of interconnected GPUs, even small hardware failures can lead to significant performance bottlenecks. This talk will dive into real-world lessons learned while building Kubernetes clusters at scale, including tackling hardware failures, optimizing GPU scheduling, and improving observability. We'll also explore how CNCF projects and Kubernetes provide the best platform for managing the complex infrastructure required for generative AI, making it easier to monitor and maintain AI workloads with the right observability tools. Attendees will walk away with actionable insights into how to navigate these challenges and build robust, scalable systems for training foundation models.

Speakers
avatar for Peter Salanki

Peter Salanki

Chief Technology Officer, CoreWeave
Peter Salanki is the Chief Technology Officer of CoreWeave, where he spearheads the development of innovative cloud solutions tailored for high-performance workloads. Originally from Sweden, Peter was recruited at just 18 to become Director of Engineering at Bahnhof AB before moving... Read More →
avatar for Chen Goldberg

Chen Goldberg

Senior Vice President of Engineering, CoreWeave
Chen Goldberg has more than 25 years of expertise leading global engineering teams, product R&D initiatives, and high-profile customer engagements with Fortune 500 enterprises. She is Senior Vice President of Engineering at CoreWeave, joining the executive team to lead and grow engineering... Read More →
Wednesday November 13, 2024 9:30am - 9:45am MST
Salt Palace | Level 1 | Hall DE
  Keynote Sessions

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