一个高可靠和高性能的数据分布策略:一个RAID-5案例研究

Saifeng Zeng, Ligu Zhu, Lei Zhang
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引用次数: 1

摘要

随着存储介质的发展,如SSD的出现,传统的数据分发方式已经跟不上存储设备发展的步伐。例如,传统的RAID只是提高单个存储介质的性能或可靠性,所有的数据都分布在同一个存储介质中。但是随着raid的广泛应用,raid数据冒险问题也逐渐浮出水面。此外,在RAID-5读修改写(R-M-W)模式下,操作系统崩溃或存储介质写错误会导致数据损坏,无法恢复,这种问题被称为写洞。针对上述问题,本文提出了一种新的数据分发策略,即高可靠高性能数据分发策略(RPDD)。RPDD使用高性能存储介质作为缓存,称为存储缓存。大部分数据被写入存储缓存,然后分发到其他逻辑关系存储介质中。因此,数据分布在混合存储介质中。为了在下文中更好地分析RPDD,我们将RPDD合并到RAID-5中,命名为RAID-5-RPDD。RAID5-RPDD采用固态硬盘与磁性介质存储设备之间的动态调度机制、数据传输和混合一致性机制来解决这一问题。因此,它可以在不影响成本的情况下,保护RAID分条数据在读写条件下的一致性,提高I/O性能。此外,还可以提高RAID-5的可靠性。模拟测试结果表明,RAID-5-RPDD I/O性能提高了9%,而资源消耗的损失很小。
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A High Reliable and Performance Data Distribution Strategy: A RAID-5 Case Study
With the development of the storage medium, such as the emerging of the SSD, the tradition way of data distribution can't keep up with the pace of the storage device development. Specifically, for example, Traditional RAID only enhanced the performance or reliability in the single storage medium and all the data are distributed in the same storage medium. But with the wide range of using raid, the problem of RAID data adventure has come to the surface gradually. Furthermore, under the mode of RAID-5 read modify-write (R-M-W), operation system collapse or the storage medium write error would lead to the damage of data, which could not be recovered and this problem is named write hole. According to the above problem, this paper proposes a new data distribution strategy, which is called high reliable and performance data distribution strategy (RPDD). RPDD use the high performance storage medium as a cache which is named storage cache. The most of the data is wrote to the storage cache and then distribute the data to the other logic relationship storage medium. As a result, the data is distributed in a hybrid storage medium. In order to take a better analysis of the RPDD in the next, we have combined RPDD in the RAID-5, which is named RAID-5-RPDD. RAID5-RPDD employs the dynamic scheduling mechanism, data transfer and hybrid consistency mechanism between the SSD and magnetic media storage devices to resolve the problem. In consequence, it can protect the RAID stripe data consistency under the condition of R-M-W and increase the I/O performance without the impact of the cost. In addition, it can improve the reliability of the RAID-5. The simulation test results show that RAID-5-RPDD I/O performance increase at the range of 9% with little penalty of the resource consumption.
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