Detecting Performance Antipatterns in Component Based Enterprise Systems

Detecting Performance Antipatterns in Component Based Enterprise Systems
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检测基于组件的企业系统中的性能反模式

DOI:
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发表时间:
2008
影响因子:
0.8
通讯作者:
John Murphy
John Murphy
中科院分区:
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文献类型:
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作者:
T. Parsons;John Murphy

文献摘要

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我们介绍了一种自动检测性能反模式的方法。该方法基于一些先进的监测和分析技术。高级分析用于识别监控数据中的关系和模式。这些信息随后被用于重建底层系统的设计模型,该模型被加载到规则引擎中,以识别预定义的反模式。我们给出了应用这种方法来确定两个JEE应用程序中的一些反模式的结果。最后,这项工作还根据检测JEE反模式所需的数据将其分类。
We introduce an approach for automatic detection of performance antipatterns. The approach is based on a number of advanced monitoring and analysis techniques. The advanced analysis is used to identify relationships and patterns in the monitored data. This information is subsequently used to reconstruct a design model of the underlying system, which is loaded into a rule engine in order to identify predefined antipatterns. We give results of applying this approach to identify a number of antipatterns in two JEE applications. Finally, this work also categorises JEE antipatterns into categories based on the data needed to detect them.