{"id":"app-autoscaling-four-scaling-policies","text":"Application Auto Scaling supports four scaling policy types: target tracking (metric-driven), step scaling (alarm-breach-driven), scheduled scaling (time-driven), and predictive scaling (ML on historical data).","truth_value":"IN","source":"entries/2026/03/12/autoscaling-application-userguide-what-is-application-auto-scalinghtml.md","source_url":"","source_hash":"97f7e1340ebcd90e","justifications":[],"dependents":[],"metadata":{},"explanation":{"steps":[{"node":"app-autoscaling-four-scaling-policies","truth_value":"IN","reason":"premise"}]}}