Database abstractions for managing sensor network data
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Madden_Database abstractions.pdf
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748.23 KB
Format
Adobe PDF
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Author(s)
Madden, Samuel R.
Date Issued
July 2010
Journal
Proceedings of the IEEE
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Citation
Madden, Samuel. “Database Abstractions for Managing Sensor Network Data.” Proceedings of the IEEE 98.11 (2010): 1879–1886.
Version
Final published version
Abstract
Sensor networking hardware, networking, and operating system software has matured to the point that the major challenges facing the field now have to do with storing, cleaning, and querying the data such networks produce. In this paper, we survey several research systems designed for managing sensor data using declarative database-like abstractions from the database community and specifically the Massachusetts Institute of Technology (MIT, Cambridge) database group. The systems we discuss are designed to help prioritize data collection in the face of intermittent bandwidth, clean and smooth data using statistical models stored inside the database, and run declarative queries over probabilistic data.
MIT Department
Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Terms of Use
Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use.
Persistent DSpace Link
DOI of Published Version
https://doi.org/10.1109/JPROC.2010.2063691
