LocoFS: A Loosely-Coupled Metadata Service for Distributed File Systems

Siyang Li, Youyou Lu, J. Shu, Yang Hu, Tao Li
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引用次数: 32

Abstract

Key-Value stores provide scalable metadata service for distributed file systems. However, the metadata’s organization itself, which is organized using a directory tree structure, does not fit the key-value access pattern, thereby limiting the performance. To address this issue, we propose a distributed file system with a loosely-coupled metadata service, LocoFS, to bridge the performance gap between file system metadata and key-value stores. LocoFS is designed to decouple the dependencies between different kinds of metadata with two techniques. First, LocoFS decouples the directory content and structure, which organizes file and directory index nodes in a flat space while reversely indexing the directory entries. Second, it decouples the file metadata to further improve the key-value access performance. Evaluations show that LocoFS with eight nodes boosts the metadata throughput by 5 times, which approaches 93% throughput of a single-node key-value store, compared to 18% in the state-of-the-art IndexFS.
locfs:分布式文件系统的松散耦合元数据服务
键值存储为分布式文件系统提供可扩展的元数据服务。但是,元数据的组织本身(使用目录树结构组织)不适合键值访问模式,从而限制了性能。为了解决这个问题,我们提出了一个具有松散耦合元数据服务lofs的分布式文件系统,以弥合文件系统元数据和键值存储之间的性能差距。lofs旨在通过两种技术解耦不同类型元数据之间的依赖关系。首先,LocoFS解耦了目录内容和结构,它在平面空间中组织文件和目录索引节点,同时反向索引目录条目。其次,它解耦了文件元数据,以进一步提高键值访问性能。评估表明,具有8个节点的LocoFS将元数据吞吐量提高了5倍,接近单节点键值存储的93%吞吐量,而最先进的IndexFS仅为18%。
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