可靠性与安全数据分析研讨会

C. Martino, A. Pecchia, Jon Stearley
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引用次数: 0

摘要

计算机系统与许多现代人类活动交织在一起,更重要的是,它们在关键领域发挥着关键作用。因此,评估计算系统的可靠性是至关重要的。在实际工作负载条件下收集的数据可以提供关于系统遇到的压力及其响应的宝贵信息。相关数据包括来自应用程序、系统、网络和环境传感器的文本日志和数字数据。可靠性和安全性数据的内在价值得到了从业人员、学术界和工业界的广泛认可。有效的分析加深了我们对系统的理解,从故障原因到恶意攻击的进展,从而实现更强大的设计和更好的监控策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Workshop on reliability and security data analysis RSDA 2013
Computer systems are intertwined in many modern human activities and, more importantly, they play key roles in critical domains. As such, it is critically important to assess the dependability of computing systems. Data collected under real workload conditions can provide troves of valuable information about the stresses the systems encounter and their responses to them. Relevant data includes text logs and numeric data from application, system, network, and environmental sensors. The inherent value of reliability and security data is well recognized by practitioners, academia, and industry. Effective analysis deepens our understanding of the systems, ranging from failure causes to the progression of malicious attacks, and in turn enables stronger designs and better monitoring strategies.
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