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Large Block CLOCK (LB-CLOCK): A write caching algorithm for solid state disks

机译:大块时钟(LB-CLOCK):固态磁盘的写缓存算法

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Solid State Disks (SSDs) using NAND flash memory are increasingly being adopted in the high-end servers of datacenters to improve performance of the I/O-intensive applications. Compared to the traditional enterprise class hard disks, SSDs provide faster read performance, lower cooling cost, and higher power efficiency. However, write performance of a flash based SSD can be up to an order of magnitude slower than its read performance. Furthermore, frequent write operations degrade the lifetime of flash memory. A nonvolatile cache can greatly help to solve these problems. Although a RAM cache is relative high in cost, it has successfully eliminated the performance gap between fast CPU and slow magnetic disk. Similarly, a nonvolatile cache in an SSD can alleviate the disparity between the flash memory''s read and write performance. A small write cache that reduces the number of flash block erase operations, can lead to substantial performance gain for write-intensive applications and can extend the overall lifetime of flash based SSDs. This paper presents a novel write caching algorithm, the Large Block CLOCK (LB-CLOCK) algorithm, which considers ‘recency’ and ‘block space utilization’ metrics to make cache management decisions. LB-CLOCK dynamically varies the priority between these two metrics to adapt to changes in workload characteristics. Our simulation based experimental results show that LB-CLOCK outperforms the best known existing flash caching algorithms for a wide range of workloads.
机译:在数据中心的高端服务器中,越来越多地采用采用NAND闪存的固态磁盘(SSD),以提高I / O密集型应用程序的性能。与传统的企业级硬盘相比,SSD具有更快的读取性能,更低的冷却成本和更高的电源效率。但是,基于闪存的SSD的写入性能可能比其读取性能慢一个数量级。此外,频繁的写操作会降低闪存的寿命。非易失性缓存可以极大地帮助解决这些问题。尽管RAM高速缓存的成本相对较高,但它已成功消除了快速CPU和慢速磁盘之间的性能差距。同样,SSD中的非易失性高速缓存可以缓解闪存的读写性能之间的差异。较小的写缓存可减少闪存块擦除操作的数量,可为写密集型应用程序带来可观的性能提升,并可延长基于闪存的SSD的整体寿命。本文介绍了一种新颖的写缓存算法,即大块时钟(LB-CLOCK)算法,该算法考虑了“刷新率”和“块空间利用率”指标来制定缓存管理决策。 LB-CLOCK在这两个指标之间动态改变优先级,以适应工作负载特征的变化。我们基于仿真的实验结果表明,在各种工作负载下,LB-CLOCK的性能均优于最著名的现有闪存缓存算法。

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