在NVM上进行细粒度元数据日志记录

Cheng Chen, Jun Yang, Q. Wei, Chundong Wang, Mingdi Xue
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引用次数: 42

摘要

日志文件系统在必须保证数据一致性的地方得到了广泛的应用。然而,我们观察到,在某些类型的工作负载下,日志记录的开销可能导致高达48.2%的性能下降。另一方面,新兴的高性能、可字节寻址的非易失性内存(NVM)有可能通过将其用作日志设备来最小化这种开销。然而,传统的基于块设备的日志记录机制由于元数据日志的写入放大而不适合NVM。在本文中,我们提出了一种细粒度的元数据日志机制,以充分利用低延迟的字节可寻址NVM,从而显着降低日志开销。基于传统的基于块的元数据日志包含高达90%不需要记录的干净元数据的观察,我们为字节寻址的NVM设计了一种细粒度的日志格式,该格式仅包含修改过的元数据。此外,我们利用新的日志格式重新设计了日志文件系统中的事务提交、检查点和恢复过程。因此,由于减少了对NVM的有序写操作,可以在不影响文件系统一致性的情况下减少日志记录的开销。实验结果表明,在FileBench工作负载下,我们基于nvm的细粒度元数据日志记录比传统方法快15.8倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fine-grained metadata journaling on NVM
Journaling file systems have been widely used where data consistency must be assured. However, we observed that the overhead of journaling can cause up to 48.2% performance drop under certain kinds of workloads. On the other hand, the emerging high-performance, byte-addressable Non-volatile Memory (NVM) has the potential to minimize such overhead by being used as the journal device. The traditional journaling mechanism based on block devices is nevertheless unsuitable for NVM due to the write amplification of metadata journal we observed. In this paper, we propose a fine-grained metadata journal mechanism to fully utilize the low-latency byte-addressable NVM so that the overhead of journaling can be significantly reduced. Based on the observation that conventional block-based metadata journal contains up to 90% clean metadata that is unnecessary to be journalled, we design a fine-grained journal format for byte-addressable NVM which contains only modified metadata. Moreover, we redesign the process of transaction committing, checkpointing and recovery in journaling file systems utilizing the new journal format. Therefore, thanks to the reduced amount of ordered writes to NVM, the overhead of journaling can be reduced without compromising the file system consistency. Experimental results show that our NVM-based fine-grained metadata journaling is up to 15.8× faster than the traditional approach under FileBench workloads.
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