DedupT: Deduplication for tape systems

Abdullah Gharaibeh, C. Constantinescu, Maohua Lu, R. Routray, Anurag Sharma, P. Sarkar, David A. Pease, M. Ripeanu
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引用次数: 8

Abstract

Deduplication is a commonly-used technique on disk-based storage pools. However, deduplication has not been used for tape-based pools: tape characteristics, such as high mount and seek times combined with data fragmentation resulting from deduplication create a toxic combination that leads to unacceptably high retrieval times. This work proposes DedupT, a system that efficiently supports deduplication on tape pools. This paper (i) details the main challenges to enable efficient deduplication on tape libraries, (ii) presents a class of solutions based on graph-modeling of similarity between data items that enables efficient placement on tapes; and (iii) presents the design and evaluation of novel cross-tape and on-tape chunk placement algorithms that alleviate tape mount time overhead and reduce on-tape data fragmentation. Using 4.5 TB of real-world workloads, we show that DedupT retains at least 95% of the deduplication efficiency. We show that DedupT mitigates major retrieval time overheads, and, due to reading less data, is able to offer better restore performance compared to the case of restoring non-deduplicated data.
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DedupT:用于磁带系统的重复数据删除
重复数据删除是基于磁盘的存储池中常用的一种技术。但是,基于磁带的池还没有使用重复数据删除:磁带的特性,比如高挂载和查找时间,再加上重复数据删除导致的数据碎片,形成了一个有害的组合,导致难以接受的高检索时间。DedupT是一种高效支持磁带池重复数据删除的系统。本文(i)详细介绍了在磁带库上实现高效重复数据删除的主要挑战,(ii)提出了一类基于数据项之间相似性的图形建模的解决方案,这些解决方案能够有效地放置在磁带上;(iii)介绍了新的跨磁带和磁带上块放置算法的设计和评估,这些算法可以减轻磁带挂载时间开销并减少磁带上的数据碎片。使用4.5 TB的实际工作负载,我们发现DedupT至少保留了95%的重复数据删除效率。我们表明,DedupT减少了主要的检索时间开销,并且由于读取的数据较少,与恢复未重复数据删除的数据相比,能够提供更好的恢复性能。
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