Predictive Infrastructure Capacity Planning System

Build an advanced predictive capacity planning system that uses time-series forecasting and machine learning to anticipate infrastructure resource needs. Create a solution that ingests metrics from multiple cloud providers, analyzes historical usage patterns, predicts future resource requirements, and automatically generates infrastructure-as-code templates for scaling. Include anomaly detection and cost optimization recommendations.