Portable, efficient, and accurate sampling profiling for java-based middleware

Walter Binder
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引用次数: 5

Abstract

This paper presents innovative program transformations for the efficient and accurate profiling of Java programs. The profiling is based on a deterministic sampling mechanism that exploits the number of executed JVM bytecode instructions to trigger a user-defined profiling agent in order to process samples of the call stack. The instrumentation is entirely portable, profiles are reproducible, and the sampling rate can be dynamically tuned. Moderate overhead and high profile accuracy make the profiling framework attractive for developers of complex systems, such as application servers.
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用于基于java的中间件的可移植、高效和准确的抽样分析
本文提出了一种新颖的程序转换方法,用于高效、准确地分析Java程序。该分析基于确定性采样机制,该机制利用执行的JVM字节码指令的数量来触发用户定义的分析代理,以便处理调用堆栈的样本。仪器是完全可移植的,配置文件是可重复的,采样率可以动态调整。适中的开销和较高的配置精度使得分析框架对复杂系统(如应用服务器)的开发人员具有吸引力。
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