Efficient reverse skyline processing over sliding windows in wireless sensor networks

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作者
Min, Jun-Ki [1 ]
机构
[1] School of Computer Science and Engineering, Korea University of Technology and Education, Byeongcheon-myeon, Cheonan,Chungnam,330-708, Korea, Republic of
关键词
Decision making - Decoding - Communication channels (information theory) - Energy efficiency - Cost effectiveness;
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摘要
Owning to the proliferation of cost-effective sensors, there has been an increased growth in a number of applications of wireless sensor networks (WSNs). In addition, the skyline operator as well as its variants such as the dynamic skyline and reverse skyline operator has attracted increasing attention since those are useful for multicriteria decision making applications. Since the energy efficiency is utmost important issue to prolong the network lifetime, in this paper, we proposed efficient algorithms to process a reverse skyline query over a sliding window inWSN environments.We first devise our algorithmfor the data streamenvironments and extend it toWSN environments. To compute the reverse skyline, we partition the data space into several orthants with respect to a query point. And, in each orthant, we compute the reverse skyline independently using two buffers. In our experiment study, we demonstrate that our algorithm is much better than other algorithms. © 2015 Jun-Ki Min.
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