You are configuring an Auto Scaling group for an application. The fleet must maintain 50% spare CPU capacity at all times to handle sudden spikes. Traffic rises substantially from 09:00 to 17:00 every day. How should you configure scaling to meet these requirements?
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Correct answer: Use a target tracking policy that triggers when CPU utilization exceeds 50%, and add a scheduled policy to scale out at 09:00 and another scheduled policy to scale in at 17:00..
Why this is the answer
The correct option combines proactive and reactive scaling. A target tracking policy set at 50% CPU utilization ensures that the Auto Scaling group maintains 50% spare capacity, as it will scale out when the used capacity (CPU utilization) exceeds 50%. This directly addresses the requirement for spare capacity. The scheduled policies handle the predictable daily traffic surge, ensuring instances are provisioned before the peak starts at 09:00 and scaled down after 17:00, optimizing costs. A target tracking policy at 90% CPU utilization would not maintain 50% spare capacity; it would only scale when the system is nearly fully utilized. Fixing capacity to 2 instances is not dynamic and won't handle varying loads or maintain spare capacity. Relying solely on scheduled policies without a target tracking policy would not react to unexpected spikes or sustained load changes within the scheduled periods.
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