Intelligent Resource Allocation and Capacity Planning

Create a Bash-powered resource allocation and capacity planning script that uses predictive analytics to forecast computational resource requirements. Collect historical utilization data, implement machine learning-inspired prediction models, and generate detailed capacity planning recommendations. Support multiple infrastructure types (on-premise, cloud, hybrid) and provide cost optimization strategies based on projected resource needs.