基于1X-2X NAND闪存的固态硬盘中具有低功耗和低延迟的LDPC软解码

Lorenzo Zuolo, C. Zambelli, P. Olivo, R. Micheloni, A. Marelli
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引用次数: 16

摘要

非易失性NAND闪存的可靠性,以原始误码率(RBER)来衡量,正在达到传统错误检测和纠正的临界水平。因此,为了保证当前基于NAND闪存的固态硬盘数据的可靠性,必须利用低密度奇偶校验(LDPC)等强大的校正算法。然而,这种方法的负担体现在NAND闪存功耗的增加上,因为内存读取延迟的增加导致磁盘性能受限。在这项工作中,对基于硬决策和软决策的标准LDPC解码方法和称为LDPC NAND辅助软决策的优化解决方案进行了比较。在基于2X、1X和mid-1X MLC NAND闪存的固态硬盘上的仿真结果表明,NAND闪存I/O功耗、磁盘读取延迟和性能均有利于采用该方案。
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LDPC Soft Decoding with Reduced Power and Latency in 1X-2X NAND Flash-Based Solid State Drives
The reliability of the non-volatile NAND flash memories, measured in terms of Raw Bit Error Rate (RBER), is reaching critical levels for traditional error detection and correction. Therefore, to ensure data trustworthiness in nowadays NAND flash-based Solid State Drives, it becomes essential exploiting powerful correction algorithms such as the Low Density Parity Check (LDPC). However, the burdens of this approach materialize in an increased NAND flash power consumption due to the increased memory read latencies that translates in limited disk performance. In this work it is performed a comparison between a standard LDPC decoding approach based on hard and soft decisions and an optimized solution called LDPC NAND- Assisted Soft Decision. The simulation results on 2X, 1X and mid-1X MLC NAND flash-based Solid State Drives in terms of NAND flash I/O power consumption, disk read latencies and performance, favor the adoption of the presented solution.
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