Global Dynamic Toll Pricing Infrastructure

Design a system for a national highway authority that adjusts toll prices in real-time based on traffic density, weather conditions, and vehicle type across 10,000 gantries. The system must update prices every 30 seconds and communicate them to digital signage and mobile apps. It must handle 500,000 vehicle pings per second and ensure billing accuracy even during network partitions at the edge.