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C^2AFE: Capacity Curve Annotation and Feature Extraction for Shared Cache Analysis

机译:C ^ 2AFE:用于共享缓存分析的容量曲线注释和特征提取

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Recent years see cache partitioning techniques employ commercial way partitioning to great effect. Techniques like partitioning build analysis on miss curves. However, the various forms of partitioning run into the issue of core scaling, requiring multi-tenant partitions and analysis of how workloads behave when sharing ever shrinking resources. We observe surprising variations in performance which can be disjoint with variations in cache misses that encourage such analysis. We present Capacity Curve Annotation and Feature Extraction, methodologies for annotation, feature extraction, and analysis of sensitivity studies based on performance curves.
机译:近年来,看到高速缓存分区技术采用了商业方式的分区,取得了巨大的效果。诸如分区之类的技术可在未命中曲线上进行分析。但是,各种形式的分区都会遇到核心扩展的问题,这需要多租户分区并分析在共享不断缩小的资源时工作负载的行为方式。我们观察到了令人惊讶的性能变化,这些变化可以与鼓励进行此类分析的高速缓存未命中的变化区分开来。我们介绍了容量曲线注释和特征提取,注释方法,特征提取以及基于性能曲线的敏感性研究分析。

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