Provided are a data communication system for a high speed interface and a data transmission apparatus and a data reception apparatus of the data communication system. The data communication system includes the data transmission apparatus that configures a packet including a command and a plurality of components, determines a run length of data of the packet, and performs encoding, and the data reception apparatus that decodes the data of the encoded packet.