F2FS 重复数据删除的设计与实施

IF 2.1 3区 计算机科学 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE ACM Transactions on Storage Pub Date : 2024-04-29 DOI:10.1145/3662735
Tiangmeng Zhang, Renhui Chen, Zijing Li, Congming Gao, Chengke Wang, Jiwu Shu
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引用次数: 0

摘要

重复数据删除技术能够消除冗余写入并提高存储空间效率,因此在现代文件系统中越来越受欢迎。近年来,基于闪存的存储设备(包括智能手机、高速服务器和物联网)广泛采用了闪存友好型文件系统(F2FS)。本文提出的 F2DFS(基于重复数据删除的 F2FS)主要有三个设计贡献。首先,F2DFS 集成了在线和离线混合重复数据删除功能。内联重复数据删除消除了冗余写入,增强了闪存设备的耐用性,而离线重复数据删除则减轻了对 I/O 性能的负面影响,节省了更多存储空间。其次,F2DFS 遵循文件系统耦合设计原则,有效利用了重复数据删除和本地 F2FS 的潜力和优势。同时,借助这一原理,F2DFS 实现了高性能和空间效率高的增量重复数据删除。第三,F2DFS 采用了虚拟索引技术,以减轻段清理过程中重复数据删除引起的多对一映射更新。我们使用合成和实际工作负载对 F2DFS、本地 F2FS 和其他最先进的重复数据删除方案进行了全面的实验比较。就在线重复数据删除而言,F2DFS 在 I/O 带宽性能和重复数据删除率方面都优于 SmartDedup、Dmdedup 和 ZFS。在离线重复数据删除方面,与 SmartDedup、XFS 和 BtrFS 相比,F2DFS 表现出更高的执行效率、更低的资源使用率和更大的存储空间节省。此外,与本地 F2FS 相比,F2DFS 的段清理效率更高。
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Design and Implementation of Deduplication on F2FS

Data deduplication technology has gained popularity in modern file systems due to its ability to eliminate redundant writes and improve storage space efficiency. In recent years, the flash-friendly file system (F2FS) has been widely adopted in flash memory based storage devices, including smartphones, fast-speed servers and Internet of Things. In this paper, we propose F2DFS (deduplication-based F2FS), which introduces three main design contributions. First, F2DFS integrates inline and offline hybrid deduplication. Inline deduplication eliminates redundant writes and enhances flash device endurance, while offline deduplication mitigates the negative I/O performance impact and saves more storage space. Second, F2DFS follows the file system coupling design principle, effectively leveraging the potentials and benefits of both deduplication and native F2FS. Also, with the aid of this principle, F2DFS achieves high-performance and space-efficient incremental deduplication. Third, F2DFS adopts virtual indexing to mitigate deduplication-induced many-to-one mapping updates during the segment cleaning. We conducted comprehensive experimental comparisons between F2DFS, native F2FS, and other state-of-the-art deduplication schemes, using both synthetic and real-world workloads. For inline deduplication, F2DFS outperforms SmartDedup, Dmdedup, and ZFS, in terms of both I/O bandwidth performance and deduplication rates. And for offline deduplication, compared to SmartDedup, XFS and BtrFS, F2DFS shows higher execution efficiency, lower resource usage and greater storage space savings. Moreover, F2DFS demonstrates more efficient segment cleanings than native F2FS.

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来源期刊
ACM Transactions on Storage
ACM Transactions on Storage COMPUTER SCIENCE, HARDWARE & ARCHITECTURE-COMPUTER SCIENCE, SOFTWARE ENGINEERING
CiteScore
4.20
自引率
5.90%
发文量
33
审稿时长
>12 weeks
期刊介绍: The ACM Transactions on Storage (TOS) is a new journal with an intent to publish original archival papers in the area of storage and closely related disciplines. Articles that appear in TOS will tend either to present new techniques and concepts or to report novel experiences and experiments with practical systems. Storage is a broad and multidisciplinary area that comprises of network protocols, resource management, data backup, replication, recovery, devices, security, and theory of data coding, densities, and low-power. Potential synergies among these fields are expected to open up new research directions.
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