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Java Memory Trajectory Forecasting

Authors: Zhang Jing; Lu Kai; Zhou Xu;

Java Memory Trajectory Forecasting

Abstract

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.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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