An efficient file transmission algorithm for distributed computing systems

D. Chen, P. Chang, Y. W. Lee
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Abstract

In a distributed system, executing a program often requires the access of remote data files. An efficient data transmission strategy is thus important for real-time applications. Since data files may be replicated and their locations are transparent to the executed program, it becomes the system's responsibility to select a proper file server such that data can be transmitted in an effective way. We consider the scenario that a particular program needs several data files simultaneously for its execution. Each data file may have replicas across the network. The problem is how to find a collection of file servers and the routing paths such that the data transmission time is minimum. An exhaustive approach could of course find the optimal solution. However, it pays a high computation price. We thus propose a heuristic method. Results obtained from the proposed method are encouraging.
分布式计算系统中高效的文件传输算法
在分布式系统中,执行程序通常需要访问远程数据文件。因此,有效的数据传输策略对于实时应用非常重要。由于数据文件可以被复制,并且它们的位置对被执行的程序是透明的,因此选择合适的文件服务器以使数据能够以有效的方式传输就成了系统的责任。我们考虑这样一个场景:一个特定的程序需要同时执行几个数据文件。每个数据文件在网络上都可能有副本。问题是如何找到一组文件服务器和路由路径,使数据传输时间最短。穷尽式方法当然可以找到最优解。然而,它付出了很高的计算代价。因此,我们提出了一种启发式方法。所提出的方法取得了令人鼓舞的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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