Abstract
A significant increase in real world event monitoring capability with wireless sensor networks brought a new challenge to ubiquitous computing. To manage high volume and faulty sensor data, it requires more sophisticated event filtering, aggregation and correlation over time and space in heterogeneous network environments. Event management will be a multi-step operation from event sources to final subscribers, combining information collected by wireless devices into higher-level information or knowledge. At the same time, the subscriber’s interest has to be efficiently propagated to event sources. We describe an event broker grid approach based on service-oriented architecture to deal with this evolution, focusing on the coordination of event filtering, aggregation and correlation function residing in event broker grids. An experimental prototype in the simulation environment with Active BAT system is presented.
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References
Bacon, J., et al.: Generic Support for Distributed Applications. IEEE Computer, 68–77 (2000)
Chakravarthy, S., et al.: Snoop: An expressive event specification language for active databases. Data Knowledge Engineering 14(1) (1996)
Curino, C., et al.: TinyLIME: Bridging Mobile and Sensor Networks through Middleware. In: Proc. PerCom (2005)
Gatziu, S., et al.: Detecting Composite Events in Active Database Systems Using Petri Nets. In: Proc. RIDE-AIDS (1994)
Harter, A., et al.: The Anatomy of a Context-Aware Application. In: Proc. MobiCom (1999)
Hayton, R., et al.: OASIS: An Open architecture for Secure Inter-working Services. PhD thesis, Univ.of Cambridge (1996)
Liu, G., et al.: A Unified Approach for Specifying Timing Constraints and Composite Events in Active Real-Time Database Systems. In: Proc. IReal-Time Technology and Applications Symposium (1998)
Madden, S., et al.: TAG: A tiny aggregation service for ad-hoc sensor networks. In: Proc. of Operating Systems Design and Implementation (2002)
Mansouri-Samani, M., et al.: GEM: A Generalized Event Monitoring Language for Distributed systems. IEE/IOP/BCS Distributed systems Engineering Journal 4(2) (1997)
OSGi, http://www.osgi.org
Pietzuch, P., Shand, B., Bacon, J.: Composite Event Detection as a Generic Middleware Extension. IEEE Network Magazine, Special Issue on Middleware Technologies for Future Communication Networks (2004)
Yoneki, E., Bacon, J.: Unified Semantics of Event Correlation over Time and Space in Hybrid Network Environments. In: Proc. CoopIS (2005)
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© 2005 Springer-Verlag Berlin Heidelberg
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Yoneki, E. (2005). Event Broker Grids with Filtering, Aggregation, and Correlation for Wireless Sensor Data. In: Meersman, R., Tari, Z., Herrero, P. (eds) On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops. OTM 2005. Lecture Notes in Computer Science, vol 3762. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11575863_50
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DOI: https://doi.org/10.1007/11575863_50
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-29739-0
Online ISBN: 978-3-540-32132-3
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