Design a Real-Time Traffic Monitoring System

Design a real-time traffic monitoring system that can process GPS data from millions of devices, detect traffic anomalies, and provide up-to-date traffic information to users. Focus on the architecture for efficient GPS data processing, implementing real-time map updates, and strategies for anomaly detection. Address challenges like handling large volumes of real-time data, ensuring accuracy of traffic predictions, and scaling the system to cover large geographic areas.