Event-Driven Observability Platform Architecture

Architect an advanced event-driven observability platform that provides holistic system insights across distributed environments. Design a solution that integrates distributed tracing, log correlation, and predictive anomaly detection using machine learning techniques. Specify implementation details for real-time telemetry collection, context-aware alerting, and automated root cause analysis.