Kubernetes Auto-scaling Optimizer

Prompt

Build a Go application that optimizes Kubernetes cluster auto-scaling based on predictive analytics. Implement custom metrics collection, create machine learning models for resource prediction, and design automated scaling policies. Include cost optimization algorithms and multi-cloud compatibility.