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A Replica Selection Algorithm in Data Grid

机译:数据网格中的副本选择算法

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Data grid is an ideal platform for the data-intensive and computing-intensive computing, which coordinates resources sharing in large scale environment. Replica is an important key technology in data grid. It improves the efficiency of data access and reduces the delay of data transfer. Replica selection is to choose the most appropriate replica among nodes. A replica selection strategy based on ant algorithm is proposed within this study. And then implementation and performance analysis of the algorithm are studied in the grid simulator Optorsim. Experimental results show that the ant algorithm can reduce data access latency, reduce bandwidth consumption and distribute the load of storage site, improve data access speed.
机译:数据网格是数据密集型和计算密集型计算的理想平台,可协调大规模环境中的资源共享。复制是数据网格中的重要关键技术。它提高了数据访问的效率,并减少了数据传输的延迟。副本选择是在节点之间选择最合适的副本。本文提出了一种基于蚁群算法的副本选择策略。然后在网格仿真器Optorsim中研究了该算法的实现和性能分析。实验结果表明,蚂蚁算法可以减少数据访问延迟,减少带宽消耗,分散存储站点的负载,提高数据访问速度。

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