实现在线技术在大型分布式系统中分配文件资源

E. Pagani, G. P. Rossi
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引用次数: 1

摘要

分布式系统中共享资源的分配是实现低延迟访问资源和低带宽消耗的关键方面。当访问资源的用户集动态变化时,分配策略应该随时间调整资源的位置。在文献中,已经提出了在线算法,该算法动态地将文件重新定位在更频繁访问它的用户集的重心上。然而,这些算法还没有实现。它们必须适应在实际系统中工作,并且必须使用现有的网络协议和应用程序来研究它们的交互。在这项工作中,我们研究了其中一些算法在真实环境中的行为。为此,我们设计了一个实现方案,并在实际环境中测量了算法的性能。
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Implementing on-line techniques to allocate file resources in large distributed systems
The allocation of shared resources in a distributed system is a key aspect to achieve both low latency in accessing the resource and low bandwidth consumption. When the set of users accessing a resource dynamically changes, the allocation policy should adapt the resource placement over time. In the literature, on-line algorithms have been proposed that dynamically relocate a file in the centre of gravity of the set of users that are more frequently accessing it. However solar those algorithms have not been implemented. They must be adapted to work in real systems, and their interactions must be investigated with the existing network protocols and applications. In this work we study the behaviours of some of those algorithms in real environments. To this purpose, we devised an implementation scheme, and we measured the algorithms performance in real settings.
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