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Database Autoscaling

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Aurora Serverless Adds 12 ACUs in One Second: What Still Needs Tuning

Aurora Serverless now adds 12 ACUs to its current capacity within one second on platform versions 3 and 4. The faster first step reduces ramp-up time, but capacity limits, buffer-cache behavior, and workload-specific monitoring still require deliberate choices.

Cloud Amazon Aurora

2026-08-16