State of the Art of Performance Visualization
State of the Art of Performance Visualization
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表演可视化的最新技术
DOI：
10.2312/eurovisstar.20141177
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发表时间：
2014
影响因子：
5.2
通讯作者：
P. Bremer
中科院分区：
文献类型：
--
作者：
Katherine E. Isaacs;Alfredo Giménez;Ilir Jusufi;T. Gamblin;A. Bhatele;M. Schulz;B. Hamann;P. Bremer
性能可视化包括帮助开发人员和分析师提高软件的时间和能源效率的技术。在这项工作中，我们讨论了与可视化和调查性能可视化中现有方法有关的性能。我们概述了可以收集哪些类型的性能数据，并对性能可视化技术可以解决的目标类型进行分类。我们为不同的性能可视化居住并描述与每种有关的最先进的研究状态开发了一种分类学。最后，我们在性能可视化中讨论了纯结和未来的挑战。
Performance visualization comprises techniques that aid developers and analysts in improving the time and energy efficiency of their software. In this work, we discuss performance as it relates to visualization and survey existing approaches in performance visualization. We present an overview of what types of performance data can be collected and a categorization of the types of goals that performance visualization techniques can address. We develop a taxonomy for the contexts in which different performance visualizations reside and describe the state of the art research pertaining to each. Finally, we discuss unaddressed and future challenges in performance visualization.