Optimizing GPU and CPU Utilization for Cost Savings and Performance

Discover how Capital One optimizes GPU and CPU resource utilization in this 38-minute conference talk from AWS re:Invent 2024. Gain insights into a comprehensive methodology developed through collaboration between Capital One, AWS, and chip manufacturers for monitoring, benchmarking, and optimizing high-cost compute instances across cloud infrastructure. Learn practical approaches to manage costs while maintaining performance in cloud environments, with a specific focus on GPU and enhanced performance CPU instances. Explore real-world implementation strategies and best practices for achieving optimal resource utilization in enterprise-scale cloud deployments.