Lazy exact deduplication

Jingwei Ma, Rebecca J. Stones, Yuxiang Ma, Jingui Wang, Junjie Ren, G. Wang, X. Liu
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引用次数: 21

Abstract

During data deduplication, on-disk fingerprint lookups lead to high disk traffic, resulting in a bottleneck. In this paper, we propose a “lazy” data deduplication method which buffers incoming fingerprints and performs on-disk lookups in batches, aiming to reduce the disk bottleneck. In deduplication in general, prefetching is used to improve the cache hit rate by exploiting locality within the incoming fingerprint stream. For lazy deduplication, we design a buffering strategy that preserves locality in order to similarly facilitate prefetching. Experimental results indicate that the lazy method improves fingerprint identification performance by over 50% compared with an “eager” method with the same data layout
惰性精确重复数据删除
在重复数据删除过程中,磁盘指纹查找会导致磁盘流量过大,从而形成瓶颈。在本文中,我们提出了一种“惰性”重复数据删除方法,该方法缓冲传入指纹并批量执行磁盘上查找,旨在减少磁盘瓶颈。在重复数据删除中,通常使用预取来利用传入指纹流中的局部性来提高缓存命中率。对于延迟重复数据删除,我们设计了一种缓冲策略来保留局部性,以便类似地促进预取。实验结果表明,在相同的数据布局下,lazy方法比eager方法的指纹识别性能提高了50%以上
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