2006 · 69 citations · 5 references
ComputingComputer ScienceComputer SystemsComputer NetworksDistributed SystemsSensorsDistributed Sensor NetworksQuery ProcessingSensor NetworksWireless NetworksWireless Sensor NetworksEnergy-efficient ProtocolsEnergy-efficient Wireless Sensor NetworksSensor ApplicationsSensor Network ApplicationsSensor Network MonitoringSensor NodesTop-k Query OptimizationTop-k Query Processing
Top-k monitoring is important to many wireless sensor applications. This paper exploits the semantics of top-k query and proposes a novel energy-efficient monitoring approach, called FILA. The basic idea is to install a filter at each sensor node to suppress unnecessary sensor updates. The correctness of the top-k result is ensured if all sensor nodes perform updates according to their filters. We show via simulation that FILA outperforms the existing TAGbased approach by an order of magnitude.
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Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein et al. · 2002 · 1.1K citations
Brian Babcock, Chris Olston · 2003 · 439 citations
Efficient top-K query calculation in distributed networks
Top-k Monitoring in Wireless Sensor Networks
Minji Wu, Jianliang Xu, Xueyan Tang et al. · IEEE Transactions on Knowledge and Data Engineering · 2007 · 146 citations