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Learn to accelerate AI workloads using UltraServers on Amazon SageMaker HyperPod in this 55-minute conference talk from AWS re:Invent 2025. Discover how SageMaker HyperPod streamlines compute and workload scheduling and management to provide faster access to compute resources while optimizing spending more intelligently. Explore the step-by-step process of specifying your preferred UltraServer instance type, desired amount, workload duration, and preferred start date, then observe how HyperPod automatically provisions infrastructure and runs workloads. Master techniques for maximizing compute resource utilization with HyperPod and understand how the platform delivers advanced resiliency through topology-aware scheduling and comprehensive, multi-layered recovery mechanisms specifically designed for UltraServers. Gain practical insights into optimizing AI workload performance and resource management in cloud environments.
