可证明的高效预取算法的简单表征

Wei Jin, Rakesh D. Barve, Kishor S. Trivedi
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引用次数: 1

摘要

我们描述了一类广泛的预取算法,并证明,对于该类中的任何预取算法,其总运行时间不超过最小可能总运行时间的两倍。这一结果为几种实际的预取算法提供了性能保证,这些算法属于这一类,并且没有先前证明的性能界限。预取涉及做出两个基本决定:何时开始预取操作以及要替换哪个页面。由于决定何时发出预取的复杂技术,可证明最优预取算法变得不切实际。然而,C类算法只需要遵守管理这些决策的某些简单(先前已知的)准则。该类的性能保证很大程度上依赖于最优替换需求,这表明替换决策仍然是预取算法中最重要的决策,而不是何时开始预取下一个缺失页面的决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A simple characterization of provably efficient prefetching algorithms
We characterize a broad class C of prefetching algorithms and prove that, for any prefetching algorithm in this class, its total elapsed time is no more than twice the smallest possible total elapsed time. This result provides a performance guarantee for several practical prefetching algorithms, which fall into this class and have no previously proven performance bound. Prefetching involves making two fundamental decisions: when to begin a prefetch operation and which page to replace. Provably optimal prefetching algorithms are rendered impractical because of complicated techniques to decide when to issue prefetches. However, a class C algorithm only has to obey certain simple (previously known) guidelines governing these decisions. The performance guarantee for this class strongly relies on the optimal replacement requirement, and this suggests that more so than the decision of when to start prefetching the next missing page, the replacement decision remains the most important decision to be made in prefetching algorithms.
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