LDPC中基于高延迟块的高效闪存刷新策略

Peixuan Li, Yaofang Zhang, Deli Yin, Ping Xie
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摘要

随着闪存的发展,其存储密度逐渐提高。一个闪存单元可以存储更多的比特。但这使得它的可靠性大大降低。LDPC (Low Density Parity Check Code,低密度奇偶校验码)具有强大的纠错能力,可以帮助flash解决这个问题。然而,LDPC作为纠错码存在一个关键问题。它将使低可靠性的闪存存储设备遭受高纠错延迟。在这种情况下,flash存储设备的读延迟会大大增加,从而影响设备的性能。本文根据块的LDPC延迟定义了高延迟块,并提出了一种自适应刷新方案来降低闪存设备的读取延迟。其基本思想是在检测到高延迟块时刷新高延迟块,以优化读取性能。在周期性刷新模式下,我们在具有不同读写比率的大工作负载情况下测试刷新方案的性能。与基准刷新方案相比,该方案可将闪存设备的平均响应时间减少6%-40%。
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An Efficient Refresh Strategy of Flash Memory via High Delay Blocks in LDPC
With the development of flash memory, its storage density is gradually increased. A single flash memory cell can store more bits. But this makes it much less reliability. LDPC (i.e., Low Density Parity Check Code) has powerful error correction ability, which can help flash to solve this problem. However, there is a key problem with LDPC as an error-correcting code. It will make flash storage devices with low reliability suffer from high error correction delay. In this case, flash storage devices have greatly increased read latency, which affects device performance. In this work, we define high latency blocks according to LDPC latency of blocks, and propose a self-adaptive refresh scheme to reduce the read latency of flash storage devices. The basic idea is to refresh high latency blocks whenever it is detected to optimize read performance. In a periodic refresh mode, we test the performance of the refresh scheme in the case of wide workloads with different read and write ratios. The scheme reduces the average response time of flash storage devices by 6%-40% against baseline refresh schemes.
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