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A Safe Exit Algorithm for Continuous Nearest Neighbor Monitoring in Road Networks

机译:路网连续最近邻监控的安全出口算法

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Query processing in road networks has been studied extensively in recent years. However, the processing of moving queries in road networks has received little attention. In this paper, we introduce a new algorithm called the Safe Exit Algorithm (SEA), which can efficiently compute the safe exit points of a moving nearest neighbor (NN) query on road networks. The safe region of a query is an area where the query result remains unchanged, provided that the query remains inside the safe region At each safe exit point, the safe region of a query and its non-safe region meet so that a set of safe exit points represents the border of the safe region. Before reaching a safe exit point, the client (query object) does not have to request the server to re-evaluate the query This significantly reduces the server processing costs and the communication costs between the server and moving clients. Extensive experimental results show that SEA outperforms a conventional algorithm by up to two orders of magnitude in terms of communication costs and computation costs.
机译:近年来,对道路网络中的查询处理进行了广泛的研究。但是,道路网中移动查询的处理很少受到关注。在本文中,我们介绍了一种称为安全出口算法(SEA)的新算法,该算法可以有效地计算道路网络上最近移动邻居(NN)查询的安全出口点。查询的安全区域是查询结果保持不变的区域,只要查询仍保留在安全区域内,则在每个安全出口点处,查询的安全区域及其非安全区域相遇,从而使一组安全出口点代表安全区域的边界。在到达安全退出点之前,客户端(查询对象)不必请求服务器重新评估查询。这将大大降低服务器处理成本以及服务器与移动客户端之间的通信成本。大量的实验结果表明,就通信成本和计算成本而言,SEA的性能比传统算法高出两个数量级。

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