Fecha de publicación: 23/07/2024 Fuente: Wipo "BigData" The invention discloses a big data fusion all-in-one machine and a data processing method, and belongs to the field of big data fusion, and the data processing method comprises the steps: collecting skynet video data and skynet laser radar data; the skynet video data and the skynet laser radar data are fused, a driving state label of the target vehicle is obtained, a driving state coefficient is calculated, and warning information of different grades is generated; after alarm information of the target vehicle is generated, the alarm information is packaged into an alarm data packet, and the alarm data packet is transmitted to a corresponding data server through encrypted data. The big data fusion all-in-one machine comprises a skynet video acquisition terminal, a skynet laser radar terminal, a data fusion module and a data arrangement module. The scheme is used for big data fusion in a skynet monitoring system, a traffic monitoring decision is made in time, and data loss and pollution to a data server in the transmission process of thunder-view data are avoided; and efficient big data fusion and secure data transmission of the big data fusion all-in-one machine are realized.