Resumen
With the continuous development of the software industry, software is gradually becoming more inclined towards containerized deployment. This paper provides a prediction algorithm based on deep learning to monitor and record the resource usage of the machine and predict future resource usage so that the server can sense the future traffic load in advance and realize automatic scaling.