Title :
Supporting aggregate queries over ad-hoc wireless sensor networks
Author :
Madden, Samuel ; Szewczyk, Robert ; Franklin, Michael J. ; Culler, David
Author_Institution :
California Univ., Berkeley, CA, USA
Abstract :
We show how the database community´s notion of a generic query interface for data aggregation can be applied to ad-hoc networks of sensor devices. As has been noted in the sensor network literature, aggregation is important as a data reduction tool; networking approaches, however, have focused on application specific solutions, whereas our in-network aggregation approach is driven by a general purpose, SQL-style interface that can execute queries over any type of sensor data while providing opportunities for significant optimization. We present a variety of techniques to improve the reliability and performance of our solution. We also show how grouped aggregates can be efficiently computed and offer a comparison to related systems and database projects.
Keywords :
SQL; data reduction; mobile computing; network operating systems; query processing; relational databases; sensors; wireless LAN; SQL; TinyOS operating system; ad-hoc wireless sensor networks; aggregate queries; data aggregation; data reduction tool; generic query interface; optimization; relational database; Ad hoc networks; Aggregates; Bandwidth; Batteries; Computer networks; Databases; Intelligent sensors; Sensor systems; Temperature sensors; Wireless sensor networks;
Conference_Titel :
Mobile Computing Systems and Applications, 2002. Proceedings Fourth IEEE Workshop on
Print_ISBN :
0-7695-1647-5
DOI :
10.1109/MCSA.2002.1017485