Adaptive Resource Utilization Optimization Framework

Develop an intelligent Bash script that dynamically optimizes system and cloud resource utilization. The framework must analyze historical performance data, predict resource needs, automatically scale infrastructure, and recommend cost-effective configurations. Include machine learning algorithms for workload prediction, support for hybrid cloud environments, and the ability to generate detailed cost-benefit analysis reports. Implement adaptive scaling strategies that balance performance, reliability, and cost efficiency.