Intelligent Log Aggregation and Anomaly Detection System

Create a sophisticated log processing Bash script that aggregates logs from multiple microservices, applies machine learning-inspired anomaly detection algorithms, and generates real-time threat and performance insights. The script must handle massive log volumes, support multiple log formats, perform pattern recognition, and create interactive visualizations. Include capabilities to detect potential security threats, performance bottlenecks, and unexpected system behaviors.