Prasad Kalyanaraman

Vice President of AWS Infrastructure Services with over 20 years at AWS, responsible for global data center design, delivery, and operations; speaks about cloud infrastructure and AI workloads.

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Oct 27, 2025 • 49min

AWS Infrastructure in the Era of AI Workloads

Prasad Kalyanaraman, Vice President of AWS Infrastructure Services, dives into the evolving world of AI workloads. He discusses the vanishing line between AI and traditional workloads, emphasizing the need for fungible clusters that optimize GPU and power use. Prasad reveals AWS's innovative approach to data centers, focusing on retrofitting existing infrastructure for AI rather than building from scratch. He also addresses challenges like supply-chain constraints and the importance of liquid cooling for high-power chips, shedding light on the future of cloud computing.

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