FDPFS: Leveraging File System Abstraction for FDP SSD Data Placement

IF 1.7 4区 计算机科学 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE IEEE Embedded Systems Letters Pub Date : 2024-12-05 DOI:10.1109/LES.2024.3443205
Ping-Xiang Chen;Dongjoo Seo;Nikil Dutt
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Abstract

Flexible data placement (FDP) is an emerging interface within the NVM express (NVMe) storage standard, aiming to decrease write amplification factor (WAF) in solid state drives (SSDs) through explicit user-controlled data placement. Currently, the FDP ecosystem burdens embedded software programmers with low-level systems programming to efficiently deploy FDP SSDs. We propose FDPFS, a file system that elevates the abstraction to file systems by exposing FDP SSDs as directories to which programmers can easily group and direct semantically similar data for user-controlled data placement. Under the hood, FDPFS performs the tedious low-level tasks of interfacing and assigning these semantically grouped data to different SSD erase blocks to reduce WAF, and improve overall SSD performance and lifetime. Our case study on the filebench benchmark demonstrates that our FDPFS prototype not only eases explicit data placement, but also yields up to 34% reduction in the SSD WAF which promises improved overall performance and lifetime of the SSD.
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FDPFS:利用文件系统抽象来实现FDP SSD数据放置
灵活数据放置(FDP)是NVM express (NVMe)存储标准中的一种新兴接口,旨在通过显式用户控制数据放置来降低固态硬盘(ssd)中的写入放大因子(WAF)。目前,为了高效部署FDP ssd,嵌入式软件程序员需要进行低级系统编程。我们提出了FDPFS,这是一个文件系统,通过将FDP ssd作为目录,程序员可以轻松地将语义上相似的数据分组和指导,以实现用户控制的数据放置,从而将抽象提升到文件系统。在底层,FDPFS执行繁琐的底层任务,将这些语义分组的数据连接并分配给不同的SSD擦除块,以减少WAF,并提高SSD的整体性能和生命周期。我们对filebench基准测试的案例研究表明,我们的FDPFS原型不仅简化了显式数据放置,而且还使SSD WAF减少了34%,这有望提高SSD的整体性能和使用寿命。
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来源期刊
IEEE Embedded Systems Letters
IEEE Embedded Systems Letters Engineering-Control and Systems Engineering
CiteScore
3.30
自引率
0.00%
发文量
65
期刊介绍: The IEEE Embedded Systems Letters (ESL), provides a forum for rapid dissemination of latest technical advances in embedded systems and related areas in embedded software. The emphasis is on models, methods, and tools that ensure secure, correct, efficient and robust design of embedded systems and their applications.
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