Probabilistic Performance Bottleneck Identification Tool

Design a sophisticated performance analysis system that uses probabilistic modeling to identify and predict software system bottlenecks. Create a Node.js-based performance monitoring framework that captures detailed system metrics, implements advanced statistical process control techniques, and generates predictive models for potential performance degradation. Include machine learning algorithms for automated root cause analysis and proactive optimization recommendations.