Cross-Platform Performance Profiling Framework

Build an advanced Python performance profiling system that provides deep insights into application and infrastructure performance across different environments. The framework should support distributed tracing, real-time metrics collection, anomaly detection, and predictive performance modeling. Integrate with multiple monitoring platforms and generate actionable recommendations for performance optimization using machine learning techniques.