与内存相关的软件老化机制

Autran Macêdo, T. Ferreira, Rivalino Matias
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引用次数: 32

摘要

软件老化是一种现象,被定义为软件系统在运行时的持续退化,在长时间运行的应用程序中尤为明显。记忆相关的衰老效应是这一研究领域的重要问题之一。因此,在设计可靠的软件系统时,了解它们的原因以及它们是如何工作的是一个主要的要求。在本文中,我们深入探讨了内存管理如何在应用程序进程中工作,重点关注导致软件老化的两个内存问题:碎片和泄漏。我们通过剖析一个真实且被广泛采用的内存分配器来解释内存相关软件老化效应的机制。除了理论解释外,我们还提出了一项实验研究,说明了内存碎片和泄漏是如何发生的,以及它们如何随着时间的推移而积累,从而导致系统老化相关的故障。
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The mechanics of memory-related software aging
Software aging is a phenomenon defined as the continuing degradation of software systems during runtime, being particularly noticeable in long-running applications. Memory-related aging effects are one of the most important problems in this research field. Therefore understanding their causes and how they work is a major requirement in designing dependable software systems. In this paper we go deep into how memory management works inside application process, focusing on two memory problems that cause software aging: fragmenting and leakage. We explain the mechanics of memory-related software aging effects dissecting a real and widely adopted memory allocator. Along with the theoretical explanation, we present an experimental study that illustrates how memory fragmenting and leakage occur and how they accumulate over time in order to cause system aging-related failures.
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