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Optimizing costs and performance with Advanced Managed Scaling on Amazon EMR on EC2

calendar_today July 31, 2026 person Amit Maindola domain aws-glue

In this post, we discuss the benefits of Advanced Scaling for Amazon EMR on Amazon EC2 and demonstrate how it works through some example scenarios. You’ll learn when to prioritize utilization optimized settings for cost savings with conservative scaling, balanced approaches for mixed workloads, or performance optimized configurations for SLA-sensitive jobs requiring aggressive scaling.

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