在嵌入式Java环境中调优垃圾收集

Guangyu Chen, R. Shetty, M. Kandemir, N. Vijaykrishnan, M. J. Irwin, M. Wolczko
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引用次数: 54

摘要

传统上,Java虚拟机(JVM)是Java技术的基石,考虑到需要重新评估和可能重新设计虚拟机的能耗,对性能进行调优。这促使我们对虚拟机的特定组件进行调优,以适应电池供电的架构。由于嵌入式jvm被设计为在内存有限的嵌入式系统上长时间运行,因此创建和管理Java对象至关重要。垃圾收集器(GC)是JVM的一个重要部分,负责自动回收未使用的内存。本文表明GC不仅对有限内存系统很重要,而且对能量受限的体系结构也很重要。特别是,我们提出了一种气相色谱控制的泄漏能量优化技术,该技术可以关闭不保存实时数据的存储库。各种参数,如银行大小、垃圾收集频率、对象分配样式、压缩样式和压缩频率,都被调优以节省能源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tuning garbage collection in an embedded Java environment
Traditionally, the Java virtual machine (JVM), the cornerstone of Java technology, is tuned for performance, taking into account that the energy consumption requires re-evaluation, and possibly re-design of the virtual machine. This motivates us to tune specific components of the virtual machine for a battery-operated architecture. As embedded JVMs are designed to run for long periods of time on limited-memory embedded systems, creating and managing Java objects is of critical importance. The garbage collector (GC) is an important part of the JVM responsible for the automatic reclamation of unused memory. This paper shows that the GC is not only important for limited-memory systems but also for energy-constrained architectures. In particular, we present a GC-controlled leakage energy optimization technique that shuts off memory banks that do not hold live data. A variety of parameters, such as bank size, the garbage collection frequency, object allocation style, compaction style, and compaction frequency are tuned for energy saving.
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