一个可伸缩的高性能轻量级分布式文件系统

Q. M. Nguyen, T. Doan, T. Dinh
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摘要

如今,分布式计算正在显著发展,并且具有许多优势,因为它可以在提高性能的同时降低资源成本。分布式系统还为需要高速访问数据的大数据提供了良好的存储。由于多处理,这种系统可以提高响应时间和同时处理请求的数量。然而,这些系统可以带来高性能和处理任何类型数据的能力,但是它们的体系结构非常复杂,并且需要花费大量的时间和精力来实现。本文将介绍一个轻量级的分布式文件系统,主要关注数据的存储和访问,以提高系统的性能。在性能方面,测量表明系统具有良好的I/O性能和可伸缩性,每秒处理小文件的请求可达5000个。本文还提出了提高系统可扩展性和性能的三种主要技术,即团、平面文件和一致哈希。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Scalable - High Performance Lightweight Distributed File System
Nowadays, distributed computing is developing significantly and comes with many strengths since it could decrease the cost of resources while increasing performance. Distributed systems also provide good storage for big data, which requires access to data at a high rate. Because of multiprocessing, this kind of system can improve the response time and number of simultaneously handled requests. However, these systems can bring high performance and the ability to serve with any kind of data, but their architecture is very complex and costs much time and effort to implement. This paper will introduce a Lightweight Distributed File System, which focuses mainly on storage and accessing data to improve the performance of a system. In the performance, measurements show that the system has good I/O performance and scalability, handles up to 5000 requests per second for small files. The paper also contributes to the proposed system three main techniques to improve the scalability and performance, which are a clique, flat file, and consistent hashing.
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