Aspects of the disclosure provide a method and a server system for transcoding a video source file into multiple target formats. The server system includes a first server configured to receive a first video chunk of the video source file and first attribute parameters corresponding to the first video chunk and a first target format of the multiple target formats where the first video chunk is transcoded into the first target format. The first attribute parameters include a first precoding parameter for the first video chunk and a first coding parameter for the first target format. The first server can process the first video chunk according to the first precoding parameter to obtain a first intermediate coding result and code the first intermediate coding result according to the first coding parameter to obtain a first final coding result in the first target format and output the first final coding result.