TPFS: A High-Performance Tiered File System for Persistent Memories and Disks

IF 2.1 3区 计算机科学 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE ACM Transactions on Storage Pub Date : 2023-03-06 DOI:https://dl.acm.org/doi/10.1145/3580280
Shengan Zheng, Morteza Hoseinzadeh, Steven Swanson, Linpeng Huang
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Abstract

Emerging fast, byte-addressable persistent memory (PM) promises substantial storage performance gains compared with traditional disks. We present TPFS, a tiered file system that combines PM and slow disks to create a storage system with near-PM performance and large capacity. TPFS steers incoming file input/output (I/O) to PM, dynamic random access memory (DRAM), or disk depending on the synchronicity, write size, and read frequency. TPFS profiles the application’s access stream online to predict the behavior of file access. In the background, TPFS estimates the “temperature” of file data and migrates the write-cold and read-hot file data from PM to disks. To fully utilize disk bandwidth, TPFS coalesces data blocks into large, sequential writes. Experimental results show that with a small amount of PM and a large solid-state drive (SSD), TPFS achieves up to 7.3× and 7.9× throughput improvement compared with EXT4 and XFS running on an SSD alone, respectively. As the amount of PM grows, TPFS’s performance improves until it matches the performance of a PM-only file system.

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持久性存储器和磁盘的高性能分级文件系统
与传统磁盘相比,新兴的快速、可字节寻址的持久内存(PM)保证了显著的存储性能提升。TPFS是一种分级文件系统,它结合了PM和慢速磁盘来创建一个具有接近PM性能和大容量的存储系统。TPFS根据同步性、写入大小和读取频率,将传入的文件输入/输出(I/O)引导到PM、动态随机访问内存(DRAM)或磁盘。TPFS在线配置应用程序的访问流,以预测文件访问的行为。在后台,TPFS估计文件数据的“温度”,并将写冷和读热的文件数据从PM迁移到磁盘。为了充分利用磁盘带宽,TPFS将数据块合并成大型的顺序写操作。实验结果表明,与单独在SSD上运行的EXT4和XFS相比,TPFS在少量PM和大型固态硬盘(SSD)下的吞吐量分别提高了7.3倍和7.9倍。随着PM数量的增加,TPFS的性能会不断提高,直到达到仅PM文件系统的性能。
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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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