Reactive autoscaling can’t spin up fast enough to absorb a simultaneous school district login. KnackForge solved it with scheduled business-hours infrastructure, CPU-based scaling, and application-layer optimization — taking the platform from 6,000 concurrent users to 100,000 with no performance degradation and no budget overrun.
Autoscaling AWS Infrastructure for 10x On-Demand Load
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