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Wireless sensor networks forms the self-organization network, and transfers the real-time information between sensor nodes. Recently, the research of application services in wireless sensor networks is in progress. Therefore, in this paper, we propose the architecture of the real-time monitoring application service and implement the real-time alarm application service for monitoring of the disaster on Internet. First, we present the real-time monitoring architecture composed of the sensor network, local server, monitoring service platform, and application server. Secondly, we develop the prototype composed of the database using MySQL, the algorithm program with the detection of temperature change, the interworking program between MySQL database and sensor network using JDBC(Java database connectivity), and the application program with graphic user interface. This architecture and service can allow for the real-time discovery and monitoring using sensor network and Internet.