Improved file synchronization techniques for maintaining large replicated collections over slow networks

Torsten Suel, P. Noel, Dimitre Trendafilov
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引用次数: 71

Abstract

We study the problem of maintaining large replicated collections of files or documents in a distributed environment with limited bandwidth. This problem arises in a number of important applications, such as synchronization of data between accounts or devices, content distribution and Web caching networks, Web site mirroring, storage networks, and large scale Web search and mining. At the core of the problem lies the following challenge, called the file synchronization problem: given two versions of a file on different machines, say an outdated and a current one, how can we update the outdated version with minimum communication cost, by exploiting the significant similarity between the versions? While a popular open source tool for this problem called rsync is used in hundreds of thousands of installations, there have been only very few attempts to improve upon this tool in practice. We propose a framework for remote file synchronization and describe several new techniques that result in significant bandwidth savings. Our focus is on applications where very large collections have to be maintained over slow connections. We show that a prototype implementation of our framework and techniques achieves significant improvements over rsync. As an example application, we focus on the efficient synchronization of very large Web page collections for the purpose of search, mining, and content distribution.
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改进的文件同步技术,用于在慢速网络上维护大型复制集合
我们研究了在带宽有限的分布式环境中维护大型复制文件或文档集合的问题。这个问题出现在许多重要的应用程序中,例如帐户或设备之间的数据同步、内容分发和Web缓存网络、Web站点镜像、存储网络以及大规模Web搜索和挖掘。问题的核心在于以下挑战,称为文件同步问题:给定不同机器上的文件的两个版本,例如过时的和当前的,我们如何利用版本之间的显著相似性,以最小的通信成本更新过时的版本?尽管针对这个问题的流行开源工具rsync被用于成千上万的安装中,但在实践中很少有人尝试改进这个工具。我们提出了一个远程文件同步的框架,并描述了几种可以显著节省带宽的新技术。我们的重点是那些必须在缓慢连接上维护非常大的集合的应用程序。我们展示了我们的框架和技术的原型实现比rsync实现了显著的改进。作为一个示例应用程序,我们将重点关注用于搜索、挖掘和内容分发的大型Web页面集合的高效同步。
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