Real-Time Database Performance Anomaly Detection

Implement an advanced anomaly detection system for database performance using machine learning techniques. Create a framework that can identify unusual query patterns, detect potential performance degradation, and provide proactive optimization recommendations. Develop a system with adaptive learning capabilities that can distinguish between normal performance variations and genuine performance issues.