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    Improving the Accuracy of Data Prefetching via Depth Estimation

    , M.Sc. Thesis Sharif University of Technology Golshan, Fatemeh (Author) ; Sarbazi Azad, Hamid (Supervisor)
    Abstract
    Data Prefetcher is a central component in most processors. Different methods have been proposed with varying degrees of complexity and effectiveness. Recent research revisits pairwise-correlating data prefetching due to its extremely low overhead. Pairwise-correlating data prefetching, however, cannot accurately detect where data streams end. As a result, pairwise-correlating data prefetchers either expose low accuracy or they lose timeliness when they are performing multi degree prefetching. In this work, we propose a novel technique to detect where data streams end and hence, control the multi-degree prefetching in the context of pairwise-correlated prefetchers. The key idea is to have a...