ArkFS:一种基于对象存储的分布式文件系统,用于HPC环境下的数据归档

Kyu-Jin Cho, Injae Kang, Jin-Soo Kim
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摘要

随着突发缓冲区在HPC(高性能计算)系统中的广泛部署,分布式文件系统层正在扮演活动存储的角色,其中可伸缩性和成本效益至关重要。然而,分布式文件系统层的集中元数据管理带来了可伸缩性方面的挑战。对象存储系统由于其简化的接口和向外扩展的架构而成为另一种选择。尽管如此,HPC社区习惯于使用POSIX接口将其文件组织到全局目录层次结构中,并通过访问控制列表控制访问。在本文中,我们提出了ArkFS,一个接近posix兼容和可扩展的分布式文件系统,实现在对象存储系统之上。ArkFS无需任何集中式元数据服务器即可实现高可扩展性。相反,ArkFS允许每个客户端以每个目录为基础管理文件系统元数据的一部分。ArkFS支持任何分布式对象存储系统,如Ceph RADOS或具有适当API转换模块的s3兼容系统。我们的实验结果表明,ArkFS在元数据密集型工作负载下表现出显着的性能改进,同时显示出近似线性的可扩展性。我们还证明了ArkFS适合处理来自突发缓冲层的突发I/O流量,以归档冷数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ArkFS: A Distributed File System on Object Storage for Archiving Data in HPC Environment
As the burst buffer is being widely deployed in the HPC (High-Performance Computing) systems, the distributed file system layer is taking the role of campaign storage where scalability and cost-effectiveness are of paramount importance. However, the centralized metadata management in the distributed file system layer poses a scalability challenge. The object storage system has emerged as an alternative thanks to its simplified interface and scale-out architecture. Despite this, the HPC communities are used to working with the POSIX interface to organize their files into a global directory hierarchy and control access through access control lists.In this paper, we present ArkFS, a near-POSIX compliant and scalable distributed file system implemented on top of the object storage system. ArkFS achieves high scalability without any centralized metadata servers. Instead, ArkFS lets each client manage a portion of the file system metadata on a per-directory basis. ArkFS supports any distributed object storage system such as Ceph RADOS or S3-compatible system with an appropriate API translation module. Our experimental results indicate that ArkFS shows significant performance improvement under metadata-intensive workloads while showing near-linear scalability. We also demonstrate that ArkFS is suitable for handling the bursty I/O traffic coming from the burst buffer layer to archive cold data.
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