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Day 2 – April 23, 2026
Discussion Groups
BRK2-115-DG • Kubernetes, Cloud Runtimes • Advanced Technical
Ray on GKE: Balancing developer velocity and admin control
location_on Reef F
schedule 4:00 PM - 4:30 PM

Scaling AI workloads across heterogeneous compute clusters requires solving complex issues across the entire infrastructure stack and scaling Python workloads across GPUs, CPUs, and TPUs often forces a trade-off between developer velocity and admin control. Join this session to learn and discuss how customers are approaching these challenges and about leveraging Ray for GenAI use cases. You'll leave with an understanding for best to leverage Ray to build highly capable AI platforms.

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