Execution mining

Geoffrey Lefebvre, Brendan Cully, Christopher C. D. Head, Mark Spear, N. Hutchinson, M. Feeley, A. Warfield
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引用次数: 24

Abstract

Operating systems represent large pieces of complex software that are carefully tested and broadly deployed. Despite this, developers frequently have little more than their source code to understand how they behave. This static representation of a system results in limited insight into execution dynamics, such as what code is important, how data flows through a system, or how threads interact with one another. We describe Tralfamadore, a system that preserves complete traces of machine execution as an artifact that can be queried and analyzed with a library of simple, reusable operators, making it easy to develop and run new dynamic analyses. We demonstrate the benefits of this approach with several example applications, including a novel unified source and execution browser.
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操作系统代表了经过仔细测试和广泛部署的大型复杂软件。尽管如此,开发人员通常只有源代码来理解它们的行为。系统的这种静态表示导致对执行动态的了解有限,例如哪些代码是重要的,数据如何流经系统,或者线程如何相互交互。我们将Tralfamadore描述为一个系统,它保留了机器执行的完整痕迹,可以用一个简单的、可重用的操作符库进行查询和分析,从而使开发和运行新的动态分析变得容易。我们用几个示例应用程序演示了这种方法的好处,包括一个新的统一源和执行浏览器。
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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