On the Accuracy of Trace Replay Methods for File System Evaluation

T. Pereira, Lívia M. R. Sampaio, F. Brasileiro
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引用次数: 4

Abstract

Current trace replay methods for file system evaluation fail to represent traced workloads accurately. When using a misrepresented workload one may take wrong conclusions about the system evaluation. For example, a system designer can miss performance problems if the replay of a trace produces an under loaded representation of the real workload. Even worse, one can take wrong design decisions, leading to optimization of untypical workloads. In this study, we captured and replayed traces from standard file systems using methods proposed in the literature, to exemplify the inaccuracy of state-of-art trace replay methods. We also exposed a shortcoming of current methodologies, in a replay of a general purpose workload trace, we observed a difference of up to 100% on request response time, caused by the choice of trace replay method.
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文件系统评估跟踪重放方法的准确性研究
当前用于文件系统评估的跟踪重播方法无法准确地表示跟踪的工作负载。当使用错误表示的工作负载时,可能会对系统评估得出错误的结论。例如,如果跟踪的重播产生实际工作负载的负载不足表示,系统设计人员可能会忽略性能问题。更糟糕的是,人们可能会做出错误的设计决策,导致非典型工作负载的优化。在本研究中,我们使用文献中提出的方法从标准文件系统捕获和重播跟踪,以举例说明最先进的跟踪重播方法的不准确性。我们还暴露了当前方法的一个缺点,在重播通用工作负载跟踪时,我们观察到在请求响应时间上的差异高达100%,这是由于选择了跟踪重播方法造成的。
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