互联网主机可靠性的纵向调查

D. Long, A. Muir, Richard A. Golding
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引用次数: 146

摘要

对主机可靠性的准确估计对于正确分析许多容错和复制机制非常重要。在之前的研究中,我们通过查询大量主机来估计主机系统的可靠性,以找出它们已经运行了多长时间,从这些度量中估计平均故障间隔时间(MTTF)和可用性,进而得出平均修复间隔时间(MTTR)的估计。然而,这种方法倾向于更可靠的主机,这可能导致高估MTTR和低估可用性。为了解决这种偏见,我们使用容错复制监控工具进行了第二次实验。该工具通过频繁地从多个位置轮询多个站点,直接测量TTF、TTR和可用性。我们发现这些更准确的结果通常证实并改进了我们之前的估计,特别是对TTR的估计。我们还发现故障和修复不太可能遵循泊松过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A longitudinal survey of Internet host reliability
An accurate estimate of host reliability is important for correct analysis of many fault-tolerance and replication mechanisms. In a previous study, we estimated host system reliability by querying a large number of hosts to find how long they had been functioning, estimating the mean time-to-failure (MTTF) and availability from those measures, and in turn deriving an estimate of the mean time-to-repair (MTTR). However, this approach had a bias towards more reliable hosts that could result in overestimating MTTR and underestimating availability. To address this bias we have conducted a second experiment using a fault-tolerant replicated monitoring tool. This tool directly measures TTF, TTR, and availability by polling many sites frequently from several locations. We find that these more accurate results generally confirm and improve our earlier estimates, particularly for TTR. We also find that failure and repair are unlikely to follow Poisson processes.
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