Java Memory Trajectory Forecasting

Java Memory Trajectory Forecasting is the primary work for energy consumption optimization of memory management system on Java platform. Based on the characteristic of Java memory management, this paper analyzes a large number of memory trajectory data of typical Java applications. On the conclusions obtained from the analysis, this paper designs a prediction algorithm with the combination of memory allocate rate and working memory for Java program memory trajectory and achieves higher prediction accuracy. This work has a significant importance for both Java application performance optimization and Java memory management system energy consumption optimization on Java platform.