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Amazon EMR is a powerful service, enabling you to process and analyze big data at any scale. In this chalk talk, we share proven strategies to maximize your utilization while minimizing your costs for long-running clusters. We discuss how to get the most leverage from features like Auto Scaling and Spot pricing. We also discuss how changing your design architecture decoupling of compute and storage impacts TCO. Not least, appropriately sizing instances, clusters, and jobs will help you save.