可视化影响服务操作性能的组件延迟的潜在趋势

2009 International Conference on Advances in Computational Tools for Engineering Applications Pub Date : 2009-07-15 DOI:10.1109/ACTEA.2009.5227946

Sid Kargupta, S. Black

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引用次数: 2

摘要

本文提出了一种技术不可知的方法，用于在基于计算机的服务提供者-消费者契约中，为支持服务操作的不同应用程序组件的更改提取服务操作总体性能中潜在的不同变化模式。这篇简短的文章主张，可视化这些模式将有助于在不需要对整个服务进行重复的性能和负载测试的情况下，由于应用程序组件/处理的修改而对操作的性能进行早期预测。针对不同组件配置创建查找数据集，以便将组件处理阻抗的可变性与服务操作的性能关联起来，并应用最佳拟合回归类型来启用趋势外推和内插。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Visualizing the underlying trends of component latencies affecting Service Operation Performance

This paper presents a technology agnostic method for extracting the underlying distinct patterns of variations in the overall Performance of a Service Operation for changes to different application components supporting the Service Operation in a computer based Service Provider-Consumer contract. This short paper advocates that visualizing these patterns would help in early projection of the operation's performance due to modification of the application components/processing catering to the operation, without the need of repetitive performance and load testing of the whole service. Lookup datasets against different component configurations are created to associate the variability of component processing impedances to the service operation's Performance and best fit regression types are applied to enable trend extrapolation and interpolation.

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2009 International Conference on Advances in Computational Tools for Engineering Applications

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