Chao Jin, D. Feng, Hong Jiang, Lei Tian, Jingning Liu, Xiongzi Ge
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引用次数: 7
摘要
奇偶校验冗余被广泛应用于raid结构的存储系统中,以防止磁盘故障。然而,小写入问题一直是这种基于奇偶校验的RAID系统性能瓶颈的持久根源,因为每次写入操作都会产生额外的奇偶校验更新开销。本文在传统的基于奇偶校验的RAID系统的基础上,提出了一种新的RAID体系结构——TRIP。TRIP通过集成和利用存储系统中通常存在的时间冗余(即快照和日志)来保护数据免受软错误的影响,同时提高写性能,从而减轻了小写问题。在写密集型期间,TRIP可以将每个小写请求的代价减少到一个设备IO操作,而维护临时冗余信息的代价最小。从平均数据丢失时间(Mean Time to Data Loss, MTTDL)角度进行的可靠性分析表明,TRIP的可靠性仅受到轻微影响。另一方面,我们的原型实现和性能评估表明,TRIP在数据传输速率和用户响应时间方面明显优于传统的基于奇偶校验的RAID系统,特别是在写密集型环境中。
TRIP: Temporal Redundancy Integrated Performance Booster for Parity-Based RAID Storage Systems
Parity redundancy is widely employed in RAID-structured storage systems to protect against disk failures. However, the small-write problem has been a persistent root cause of the performance bottleneck of such parity-based RAID systems, due to the additional parity update overhead upon each write operation. In this paper, we propose a novel RAID architecture, TRIP, based on the conventional parity-based RAID systems. TRIP alleviates the small-write problem by integrating and exploiting the temporal redundancy (i.e., snapshots and logs) that commonly exists in storage systems to protect data from soft errors while boosting write performance. During the write-intensive periods, TRIP can reduce the penalty of each small-write request to as few as one device IO operation, at a minimal cost of maintaining the temporal redundant information. Reliability analysis, in terms of Mean Time to Data Loss (MTTDL), shows that the reliability of TRIP is only marginally affected. On the other hand, our prototype implementation and performance evaluation demonstrate that TRIP significantly outperforms the conventional parity-based RAID systems in data transfer rate and user response time, especially in write-intensive environments.