The processing failure information affects the real-time message processing of normal users and reduces the overall transmission performance of National Meteorological Communication System. This study refers to stateful message queue technology, introduces the transceiver status file, which monitored and dispatched all kinds of abnormal information in the message queue. The communication system independently creates data reprocessing and data redistribution processes to process abnormal messages according to the sleep time strategy and priority. It guarantees the fast processing of normal message queues to satisfy the requirement of the system reliability and transmission timeliness. After optimization by this scheme, the system runs stably in the abnormal state, and the transmission time of each time is obviously improved. The reliability and transmission performance of CTS are strengthened.