基于语义集群的数据集成系统的负载平衡

Edemberg Rocha da Silva, G. H. B. Souza, A. Salgado
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引用次数: 1

摘要

基于点对点环境的数据集成系统被开发出来用于集成Web上的动态、自治和异构数据源。其中一些系统采用语义方法对数据源进行聚类,从而减少了搜索空间。然而,语义集群可能会出现负载过重的情况,传统的负载均衡策略不适合语义集群。在本文中,我们讨论了负载平衡策略在语义集群中的局限性。此外,我们提出了一种解决方案,并给出了一些实验结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Load balance for semantic cluster-based data integration systems
Data integration systems based on Peer-to-Peer environments have been developed to integrate dynamic, autonomous and heterogeneous data sources on the Web. Some of these systems adopt semantic approaches for clustering their data sources, reducing the search space. However, the clusters may become overloaded and traditional strategies of load balance are not suitable to semantic clusters. In this paper, we discuss limitations of load balance strategies in semantic clusters. In addition, we propose a solution for this load balance and we present some experimental results.
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