System deployment requirements. The monitoring and early warning system is deployed based on the local government cloud environment, meeting the needs of government and enterprise personnel, and supporting enterprise perception data and video data access. Government personnel access the system through the government extranet, and enterprise personnel access the enterprise end system through the Internet. The system needs to deploy real-time data receiving services, static data processing services, monitoring algorithm services, and apply for relevant components such as big data storage files and message queues to support the normal operation of the system. The system deployment architecture diagram is as follows