Data is the "new oil" driving the future transportation revolution, and the foundation for all of this will be a highly integrated "urban traffic warfare platform." The core challenge of this platform lies in breaking down data silos. Currently, data from traffic signals, cameras, vehicle sensors, and mobile devices are often scattered across different government departments and private companies, with inconsistent formats and standards.
The future trend of platformization necessitates the establishment of an open, secure, and standardized cloud data center. This center will be able to instantly aggregate data streams from all sources, performing cleaning, analysis, and modeling. For governments, it serves as a dashboard for urban governance, providing unprecedented insights. For autonomous vehicle operators, it is the infrastructure ensuring the safe and efficient operation of their services. For citizens…