Evaluating operating system vulnerability to memory errors

Kurt B. Ferreira, K. Pedretti, R. Brightwell, P. Bridges, David Fiala, F. Mueller
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引用次数: 14

Abstract

Reliability is of great concern to the scalability of extreme-scale systems. Of particular concern are soft errors in main memory, which are a leading cause of failures on current systems and are predicted to be the leading cause on future systems. While great effort has gone into designing algorithms and applications that can continue to make progress in the presence of these errors without restarting, the most critical software running on a node, the operating system (OS), is currently left relatively unprotected. OS resiliency is of particular importance because, though this software typically represents a small footprint of a compute node's physical memory, recent studies show more memory errors in this region of memory than the remainder of the system. In this paper, we investigate the soft error vulnerability of two operating systems used in current and future high-performance computing systems: Kitten, the lightweight kernel developed at Sandia National Laboratories, and CLE, a high-performance Linux-based operating system developed by Cray. For each of these platforms, we outline major structures and subsystems that are vulnerable to soft errors and describe methods that could be used to reconstruct damaged state. Our results show the Kitten lightweight operating system may be an easier target to harden against memory errors due to its smaller memory footprint, largely deterministic state, and simpler system structure.
评估操作系统对内存错误的脆弱性
对于超大规模系统的可扩展性来说,可靠性是一个非常重要的问题。特别值得关注的是主存中的软错误,这是当前系统故障的主要原因,并且预计将成为未来系统的主要原因。尽管在设计算法和应用程序方面已经付出了巨大的努力,这些算法和应用程序可以在存在这些错误的情况下继续取得进展,而无需重新启动,但在节点上运行的最关键的软件,即操作系统(OS),目前相对不受保护。操作系统弹性特别重要,因为尽管该软件通常只占用计算节点的一小部分物理内存,但最近的研究表明,该内存区域的内存错误比系统的其余部分要多。在本文中,我们研究了当前和未来高性能计算系统中使用的两种操作系统的软错误漏洞:由桑迪亚国家实验室开发的轻量级内核Kitten和由Cray开发的基于linux的高性能操作系统CLE。对于这些平台,我们概述了易受软错误影响的主要结构和子系统,并描述了可用于重建损坏状态的方法。我们的结果表明,由于小猫轻量级操作系统占用的内存更小、基本的确定性状态和更简单的系统结构,它可能是一个更容易针对内存错误进行加固的目标。
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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