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A General, Tractable and Accurate Model for a Cascade of Caches

机译:一系列缓存的通用,可追踪和准确模型

摘要

Performance evaluation of caching systems is an old and widely investigatedresearch topic. The research community is once again actively working on thistopic because the Internet is evolving towards new transfer modes, whichenvisage to cache both contents and instructions within the network. Inparticular, there is interest in characterizing multi-cache systems, in whichrequests not satisfied by a cache are forwarded to other caches. In this field, this paper contributes as follows. First, we devise a simplebut accurate approximate analysis for caches fed by general "renewal" trafficpatterns. Second, we characterize and model the traffic statistics for theoutput (miss) stream. Third, we show in the simple example case of tandemcaches how the resulting output stream model can be conveniently exploited toanalyze the performance of subsequent cache stages. The main novelty of ourwork stems in the ability to handle traffic patterns beyond the traditionalindependent reference model, thus permitting simple assessment of cascade ofcaches as well as improved understanding of the phenomena involved in cachehierarchies.
机译:缓存系统的性能评估是一个古老而广泛研究的课题。由于Internet正朝着新的传输模式发展,因此,研究团体再次积极地致力于这一主题,该传输模式设想在网络中同时缓存内容和指令。特别地,对表征多高速缓存系统感兴趣,在该系统中,高速缓存不满足的请求被转发到其他高速缓存。在这一领域,本文贡献如下。首先,我们为由一般“更新”流量模式提供的缓存设计了一种简单而准确的近似分析。其次,我们表征和建模输出(未命中)流的流量统计。第三,我们在简单的双缓存示例中展示了如何方便地利用所得的输出流模型来分析后续缓存阶段的性能。我们工作的主要新颖之处在于能够处理超越传统独立参考模型的流量模式,因此可以简单地评估级联的缓存,并提高对缓存层次结构所涉及现象的理解。

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