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Elastic data routing in cluster-based deduplication systems

机译:基于集群的重复数据删除系统中的弹性数据路由

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As a space-efficient approach to data archive and backup, data deduplication is becoming increasingly popular in storage systems. However, as the data growing rapidly in data centers, single-node storage node is no longer be able to provide the corresponding throughput and capacities as expected. Building deduplication clusters is considered as a promising strategy to leverage such bottle-neck on single-node system. However, deduplication relies on how much the system knows about information of previous stored data. The single-node system obviously obtains all such information and is able to detect duplicate data there; however storage nodes in cluster-based system cannot know information on other nodes. It is nontrivial to route data intelligently enough so that the system could support deduplication performance comparable to that of a single-node system, while also at a trivial cost. In this paper, we propose an elastic data routing strategy, aiming to achieve deduplication performance comparable to state-of-the-art, while require much less computation resources.
机译:作为一种节省空间的数据存档和备份方法,重复数据删除技术在存储系统中变得越来越流行。但是,随着数据在数据中心中的快速增长,单节点存储节点不再能够提供预期的相应吞吐量和容量。建立重复数据删除群集被认为是在单节点系统上利用这种瓶颈的有前途的策略。但是,重复数据删除取决于系统对先前存储的数据的信息了解的程度。单节点系统显然可以获取所有此类信息,并且能够在那里检测到重复数据。但是,基于群集的系统中的存储节点无法了解其他节点上的信息。足够智能地路由数据非常重要,因此系统可以支持与单节点系统相当的重复数据删除性能,同时成本也很低。在本文中,我们提出了一种弹性数据路由策略,旨在获得与最新技术相当的重复数据删除性能,同时所需的计算资源更少。

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