True or False: In automatic scaling, the process of scale in and scale out should occur in pairs.

In the context of automatic scaling, the statement is false. Automatic scaling enables resources to be adjusted based on demand, and this process can be managed independently. Scaling in generally refers to reducing the number of active resources when demand decreases, while scaling out refers to provisioning additional resources when demand increases. These processes do not need to occur in pairs because the system can make adjustments based on real-time metrics and needs.

The scaling actions are based on defined policies, metrics, and thresholds rather than a requirement to scale in and out simultaneously. This flexibility allows an organization to optimize resource utilization and costs effectively, responding dynamically to varying workloads without requiring synchronized actions for scaling operations. Thus, the ability to scale resources independently based on demand is a key feature of automatic scaling.