Cluster-Based Scheduling Algorithm for Periodic XML Data Broadcast in Wireless Environments

Yongrui Qin, Hua Wang, Lili Sun
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引用次数: 10

Abstract

In mobile wireless systems, the data on air can be accessed by a large number of mobile clients. The organization of data on wireless channels, which aims to reduce the access time of clients, is a key problem in data broadcast systems. Existing algorithms for periodic data broadcasts generally make assumptions that the clients' queries are already known and/or the distribution of access frequencies of these queries can be obtained in advance. However, the assumptions are not realistic in real life. In this paper, we study the scheduling problem of periodic XML data broadcast and demonstrate that when scheduling XML data in this context, these assumptions are unnecessary. Then taking the structural similarity between XML documents into account, a novel cluster-based scheduling algorithm for periodic XML data broadcast is also proposed. Finally, we study the performance of our scheduling algorithm through a set of experiments. The results show that our scheduling algorithm can significantly improve access efficiency.
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无线环境下基于集群的XML数据周期性广播调度算法
在移动无线系统中,空中数据可以被大量的移动客户端访问。无线信道上的数据组织是数据广播系统中的一个关键问题,其目的是减少客户端的访问时间。现有的定期数据广播算法通常假设客户端的查询是已知的,并且/或者可以提前获得这些查询的访问频率分布。然而,这些假设在现实生活中并不现实。本文研究了周期性XML数据广播的调度问题,并证明在这种情况下调度XML数据时,这些假设是不必要的。在此基础上,考虑XML文档之间的结构相似性,提出了一种基于聚类的周期性XML数据广播调度算法。最后,通过一组实验研究了调度算法的性能。结果表明,该调度算法能显著提高访问效率。
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