SMT处理器上Java应用程序的性能表征

Wei Huang, Jiang Lin, Zhao Zhang, J. M. Chang
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引用次数: 19

摘要

随着Java逐渐成为软件开发中的主要编程语言之一,研究Java应用程序在最近的SMT处理器上的行为是非常有趣的。本文描述了Java应用程序在Intel Pentium 4超线程处理器上的性能。使用Pentium 4提供的性能计数器,我们在运行各种类型的Java应用程序时定量地评估微体系结构指标。实验结果表明:(1)超线程确实可以提高多线程Java程序的性能;(2) Pentium 4内部的资源争用是导致流水线效率低下的主要原因,阻碍了SMT所承诺的更好的性能;(3)超线程的静态分区设计对很多单线程Java程序造成了相当大的性能损失;大多数多程序Java基准测试可以在超线程处理器上获得不错的组合加速
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Performance Characterization of Java Applications on SMT Processors
As Java is emerging as one of the major programming languages in software development, studying how Java applications behave on recent SMT processors is of great interest. This paper characterizes the performance of Java applications on an Intel Pentium 4 hyper-threading processor. Using the performance counters provided by Pentium 4, we quantitatively evaluate micro-architecture metrics while running various types of Java applications. The experimental results reveal that: (1) Hyper-threading can indeed improve the performance of multithreaded Java programs; (2) The resource contentions within Pentium 4 are the major reason of pipeline inefficiency, which prevents better performance promised by SMT; (3) The static partition design of hyper-threading causes considerable performance loss for many single-thread Java programs; (4) Most multiprogrammed Java benchmarks can achieve decent combined speedups on hyper-threading processors
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