LDSFI:基于软件的轻量级动态故障注入

Hussien Al-haj Ahmad, Yasser Sedaghat, M. Moradiyan
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引用次数: 4

摘要

最近,许多安全关键型系统采用了各种容错技术,这被认为是保持系统容错的基本要求。当前处理器技术的发展趋势是提高了处理器的效率和性能,但处理器对软错误的敏感性显著提高,使其容错能力受到质疑。在这种情况下,故障注入被认为是最流行、最快速、最经济的技术之一,它使设计人员能够在部署系统之前评估故障下的容错能力。本文提出并评价了一种纯软件故障注入技术LDSFI (Lightweight Dynamic software -based fault injection,基于软件的轻量级动态故障注入)。由于LDSFI的动态性,故障在运行时自动注入到二进制代码中。因此,所建议的技术不会增加任何程序运行时开销,因为不需要预期的源代码。LDSFI的有效性通过使用知名基准执行穷举故障注入实验来验证。实验使用酷睿2双核处理器,作为Intel x86双核PC, 4GB RAM,运行Ubuntu Linux 14.04和GNU Compiler Collection (GCC) 4.9版本。由于LDSFI依赖于GNU,它具有很高的可移植性,可以适应不同的平台。
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LDSFI: a Lightweight Dynamic Software-based Fault Injection
Recently, numerous safety-critical systems have employed a variety of fault tolerance techniques, which are considered an essential requirement to keep the system fault-tolerant. While the current trend in processors technology has increased their effectiveness and performance, the sensitivity of processors to soft errors has increased significantly, making their fault tolerance ability questionable. In this context, fault injection is considered as one of the most popular, rapid, and cost-effective techniques which enables the designers to assess the fault tolerance of systems under faults before their deployment. In this paper, a pure software fault injection technique called LDSFI (a Lightweight Dynamic Software-based Fault Injection) is presented and evaluated. Due to the dynamic aspect of LDSFI, faults are automatically injected into binary code at runtime. Thereby, the proposed technique does not impose any program runtime overhead since the intended source code is not required. The effectiveness of LDSFI was validated through performing exhaustive fault injection experiments using well-known benchmarks. The experiments were carried out using a Core 2 Duo processor, as an Intel x86 Dual-Core PC with 4GB RAM running Ubuntu Linux 14.04 with the GNU Compiler Collection (GCC) version 4.9. Since LDSFI relies on the GNU, it is highly portable and can be adapted for different platforms.
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