Realtime API Performance Synthetic Monitoring Framework

Design a comprehensive API performance monitoring system that generates synthetic traffic, tracks performance across global regions, and provides predictive analysis of potential bottlenecks. Create a distributed testing framework that can simulate complex user scenarios, measure p99 latency, track dependency performance, and automatically generate performance trend reports. Include machine learning-powered anomaly detection and automatic performance degradation alerts.