ECS Service Auto Scaling Insufficient for Traffic Spikes

Service fails to scale out fast enough during traffic surges due to conservative scaling policies or cooldown periods. Tasks hit resource limits before auto scaling provisions additional capacity, leading to degraded performance.

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