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MMD: An Approach to Improve Reading Performance in Deduplication Systems

机译:MMD:一种在重复数据删除系统中提高读取性能的方法

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摘要

The approach of data deduplication has been widely used in backup systems and primary storage such as virtual machine platform. However, the reading speed in those systems suffers due to chunk fragmentation in deduplication. So it has become an important problem to improve reading performance in deduplication systems. In this paper, firstly we propose a new storage method using multiple disks to boost reading performance, which is called MMD. MMD takes advantage of the multiple parallelized disks, each of which is used as independent logical device. Then we present a deduplication model based on MMD, which focuses on optimization of data layout on disks to improve reading speed. Two I/O scheduling algorithms in that model are discussed, which aim at assigning the containers in deduplication systems to appropriate disks. Experiments show that MMD can achieve an obvious reading performance improvement than RAID in deduplication systems.
机译:重复数据删除的方法已广泛用于备份系统和主存储(例如虚拟机平台)中。但是,由于重复数据删除中的数据块碎片,这些系统中的读取速度会受到影响。因此,提高重复数据删除系统的读取性能已成为一个重要的问题。在本文中,我们首先提出了一种使用多个磁盘来提高读取性能的新存储方法,称为MMD。 MMD利用了多个并行磁盘,每个磁盘均用作独立的逻辑设备。然后,我们提出了一种基于MMD的重复数据删除模型,该模型专注于优化磁盘上的数据布局以提高读取速度。讨论了该模型中的两种I / O调度算法,旨在将重复数据删除系统中的容器分配给适当的磁盘。实验表明,在重复数据删除系统中,MMD的读取性能明显优于RAID。

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