Kaleidoscope visualization of fine-grain parallel programs

E. Tick, D. Park
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引用次数: 9

Abstract

A software visualization tool is described that transforms program execution trace data from a multiprocessor into a single, color image. The image is essentially the program's logical procedure-invocation tree, displayed radially from the root. An algorithm is described that condenses the image both radially and laterally, producing a color-dense abstraction of the program's execution behavior: a program signature, within a workstation window. An implementation of the tool was made in X-Windows, including a user interface that can zoom the image and annotate any node in the image with the corresponding procedure-invocation data. Experimentation with the system was performed with trace data from Panda, a concurrent logic programming system on shared-memory multiprocessors. The authors demonstrate how the tool helps the programmer develop intuitions about parallel performance and how condensation successfully abstracts very large traces.<>
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细粒度并行程序的万花筒可视化
描述了一种将程序执行跟踪数据从多处理器转换为单个彩色图像的软件可视化工具。映像本质上是程序的逻辑过程调用树,从根开始呈放射状显示。描述了一种算法,该算法在径向和横向上压缩图像,产生程序执行行为的彩色密集抽象:在工作站窗口内的程序签名。在X-Windows中实现了该工具,包括一个用户界面,该界面可以缩放图像,并用相应的过程调用数据注释图像中的任何节点。利用Panda(一个基于共享内存多处理器的并发逻辑编程系统)的跟踪数据对系统进行了实验。作者演示了该工具如何帮助程序员开发并行性能的直觉,以及冷凝如何成功地抽象了非常大的跟踪。
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