Another outlier bites the dust: computing meaningful aggregates in sensor networks

Proceedings - International Conference on Data Engineering

Volumn , Issue , 2009, Pages 988-999

  Deligiannakis, Antonios ^a   Kotidis, Yannis ^a   Vassalos, Vasilis ^a   Stoumpos, Vassilis ^a   Delis, Alex ^a  

^a TECHNICAL UNIVERSITY OF CRETE   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

AGGREGATE QUERIES; AGGREGATION PROCESS; ALTERNATIVE METHODS; APPLICATION-SPECIFIC KNOWLEDGE; BANDWIDTH CONSUMPTION; ENERGY DRAIN; MINIMUM SUPPORT; MONITORING APPLICATIONS; NORMAL BEHAVIOR; QUERY EVALUATION; ROUTING MESSAGE; SENSORY DATA;

AGGLOMERATION; AGGREGATES; DATA PROCESSING; SENSOR NETWORKS; SENSORS; TELECOMMUNICATION EQUIPMENT;

SENSOR NODES;

EID: 67649637306     PISSN: 10844627     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDE.2009.100     Document Type: Conference Paper

References (24)

1. M. Bawa, H. Garcia-Molina, A. Gionis, and R. Motwani. Estimating Aggregates on a Peer-to-Peer Network. Technical report, Stanford, 2003.
2. J. Chen, S. Kher, and A. Somani. Distributed Fault Detection of Wireless Sensor Networks. In DIWANS, 2006.
3. J. Considine, F. Li, G. Kollios, and J. Byers. Approximate Aggregation Techniques for Sensor Databases. In ICDE, 2004.
4. G. Cormode and S. Muthukrishnan. An Improved Data Stream Summary: the Count-Min Sketch and its Applications. J. Algorithms, 55(1):58 -75, 2005.
5. A. Deligiannakis, Y. Kotidis, and N. Roussopoulos. Compressing Historical Information in Sensor Networks. In ACM SIGMOD, 2004.
6. A. Deligiannakis, Y. Kotidis, and N. Roussopoulos. Hierarchical In- Network Data Aggregation with Quality Guarantees. In EDBT, 2004.
7. A. Deligiannakis, Y. Kotidis, and N. Roussopoulos. Bandwidth Constrained Queries in Sensor Networks. The VLDB Journal, 17(3):443 -467, 2008.
8. A. Deshpande, C. Guestrin, S. Madden, J. Hellerstein, and W. Hong. Model-Driven Data Acquisition in Sensor Networks. In VLDB, 2004.
9. C. Intanagonwiwat, D. Estrin, R. Govindan, and J. Heidermann. Impact of Network Density on Data Aggregation in Wireless Sensor Networks. In ICDCS, 2002.
10. S. Jeffery, G. Alonso, M. J. Franklin, W. Hong, and J. Widom. Declarative Support for Sensor Data Cleaning. In Pervasive, 2006.
11. S. Jeffery, M. Garofalakis, and M. Franklin. Adaptive Cleaning for RFID Data Streams. In VLDB, 2006.
12. D. Kempe, A. Dobra, and J. Gehrke. Gossip-Based Computation of Aggregate Information. In FOCS, 2003.
13. N. Khoussainova, M. Balazinska, and D. Suciu. Towards Correcting Input Data Errors Probabilistically using Integrity Constraints. In MobiDE, 2006.
14. Y. Kotidis. Snapshot Queries: Towards Data-Centric Sensor Networks. In ICDE, 2005.
15. Y. Kotidis, A. Deligiannakis, V. Stoumpos, V. Vassalos, and A. Delis. Robust Management of Outliers in Sensor Network Aggregate Queries. In MobiDE, 2007.
16. S. Madden, M. J. Franklin, J. M. Hellerstein, and W. Hong. TAG: A Tiny Aggregation Service for ad hoc Sensor Networks. In OSDI Conf., 2002.
17. A. Sharaf, J. Beaver, A. Labrinidis, and P. Chrysanthis. Balancing Energy Efficiency and Quality of Aggregate Data in Sensor Networks. VLDB Journal, 2004.
18. S. Singh, M. Woo, and C. S. Raghavendra. Power-aware Routing in Mobile Ad Hoc Networks. In International Conference on Mobile Computing and Networking, 1998.
19. S. Subramaniam, T. Palpanas, D. Papadopoulos, V. Kalogeraki, and D. Gunopulos. Online Outlier Detection in Sensor Data Using Non-Parametric Models. In VLDB, 2006.
20. H. Tan and I. Korpeoglu. Power Efficient Data Gathering and Aggregation in Wireless Sensor Networks. SIGMOD Record, 32(4), 2003.
21. C. J. Van Rijsbergen. Information Retrieval, 2nd edition. Dept. of Computer Science, University of Glasgow, 1979.
22. Y.-J. Wen, A. M. Agogino, and K.Goebel. Fuzzy Validation and Fusion for Wireless Sensor Networks. In ASME, 2004.
23. X. Xiao, W. Peng, C. Hung, and W. Lee. Using SensorRanks for In-Network Detection of Faulty Readings in Wireless Sensor Networks. In MobiDE, 2007.
24. Y. Yao and J. Gehrke. The Cougar Approach to In-Network Query Processing in Sensor Networks. SIGMOD Record, 31(3):9 -18, 2002.