A toolkit for advanced performance analysis

A. Waheed, Bernd Kronmüller, Roomi Sinha, D. Rover
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引用次数: 12

Abstract

Performance visualization is increasingly being considered a powerful approach for the analysis and debugging of parallel programs. Several performance analysis tools have already been developed for the analysis of program behavior. These tools have their specific advantages as well as limitations. A toolkit approach is presented that benefits from the advantages of conventional analysis tools, and also strives to overcome their limitations by giving a user the choice of a tool or analysis method that is most suitable in a particular situation. Various generic and commercially available data analysis tools contribute to the extensibility of the toolkit. One of the fundamental objectives of the toolkit is to practically implement multiple-domain analysis methods. Presently, the toolkit consists of Pablo, ParaGraph, AVS, and Matlab.<>
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用于高级性能分析的工具包
性能可视化越来越被认为是分析和调试并行程序的一种强有力的方法。已经开发了几个性能分析工具来分析程序行为。这些工具有其特定的优点,也有其局限性。提出了一种工具箱方法,它从传统分析工具的优点中获益,并通过给用户选择最适合特定情况的工具或分析方法来努力克服其局限性。各种通用的和商业上可用的数据分析工具有助于工具箱的可扩展性。该工具包的基本目标之一是实际实现多领域分析方法。目前,该工具包由Pablo、ParaGraph、AVS和Matlab组成。
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