Real-Time vs. Delayed
Autoscaling Dynamics

Traditional autoscalers rely on CPU and memory metrics,
introducing delays that cause over- or under-provisioning.
In contrast, event- and HTTP-driven autoscaling responds
instantly to traffic changes, ensuring tighter alignment
between demand and available pods.