Tornado Codes for MAID Archival Storage

M. Woitaszek, H. Tufo
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引用次数: 9

Abstract

This paper examines the application of Tornado codes, a class of low density parity check (LDPC) erasure codes, to archival storage systems based on massive arrays of idle disks (MAID). We present a log- structured extent-based archival file system based on Tornado Coded stripe storage. The file system is combined with a MAID simulator to emulate the behavior of a large-scale storage system with the goal of employing Tornado Codes to provide fault tolerance and performance in a power-constrained environment. The effect of power conservation constraints on system throughput is examined, and a policy of placing multiple data nodes on a single device is shown to increase read throughput at the cost of a measurable, but negligible, decrease in fault tolerance. Finally, a system prototype is implemented on a 100 TB Lustre storage cluster, providing GridFTP accessible storage with higher reliability and availability than the underlying storage architecture.
用于MAID档案存储的龙卷风代码
本文研究了一类低密度奇偶校验(LDPC)擦除码Tornado码在基于海量空闲磁盘阵列(MAID)的档案存储系统中的应用。提出了一种基于龙卷风编码条带存储的基于日志结构的分区归档文件系统。该文件系统与MAID模拟器相结合,以模拟大型存储系统的行为,目标是在功率受限的环境中使用Tornado代码提供容错性和性能。研究了功率节约约束对系统吞吐量的影响,并显示了在单个设备上放置多个数据节点的策略可以提高读取吞吐量,但代价是可测量的,但可以忽略不计的容错性降低。最后,在100 TB Lustre存储集群上实现了一个系统原型,为GridFTP提供了比底层存储架构更高的可靠性和可用性的可访问存储。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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