“With the widespread application of digital and industrial technologies, the number of edge network terminal devices has surged, and the amount of data has increased sharply. To solve the problem of excessive data transfer in mobile edge service migration, a real-time migration solution based on Docker containers is proposed. This scheme utilizes the container layering feature to achieve real-time container transmission and introduces a pre dump mechanism to optimize the state information migration process. The experimental results show that this scheme can effectively achieve real-time service migration, significantly reduce service downtime and total migration time, and ensure service continuity.”