SensorStream: a semantic real–time stream management system. (14th November 2012)
- Record Type:
- Journal Article
- Title:
- SensorStream: a semantic real–time stream management system. (14th November 2012)
- Main Title:
- SensorStream: a semantic real–time stream management system
- Authors:
- Spanos, Dimitrios–Emmanuel
Stavrou, Periklis
Mitrou, Nikolas
Konstantinou, Nikolas - Abstract:
- As data proliferates at increasing rates, the need for real–time stream processing applications increases as well. In the same way that Data Stream Management Systems (DSMS) have emerged from the database community, there is now a similar concern in managing dynamic knowledge among the Semantic Web community. Unfortunately, early relevant approaches are, to a large extent, theoretical and do not present convincing evidence of their efficiency in real dynamic environments. In this paper, we present a framework for the effective, real–time processing of streaming data and we define and analyse in depth its key components. Our framework serves as a basis for the implementation of the SensorStream prototype, on which we run numerous performance and scalability measurements that outline its behaviour and demonstrate its suitability and scalability for solutions that require real–time information processing from distributed and heterogeneous data sources.
- Is Part Of:
- International journal of ad hoc and ubiquitous computing. Volume 11:Number 2/3(2012)
- Journal:
- International journal of ad hoc and ubiquitous computing
- Issue:
- Volume 11:Number 2/3(2012)
- Issue Display:
- Volume 11, Issue 2/3 (2012)
- Year:
- 2012
- Volume:
- 11
- Issue:
- 2/3
- Issue Sort Value:
- 2012-0011-NaN-0000
- Page Start:
- 178
- Page End:
- 193
- Publication Date:
- 2012-11-14
- Subjects:
- stream data -- sensors -- semantic management -- data management -- ontology -- dynamic knowledge -- scalable framework -- real–time processing -- streaming data -- windowing -- information processing -- distributed sources -- heterogeneity -- performance measurement -- semantic web
Ubiquitous computing -- Periodicals
Embedded computer systems -- Periodicals
Electronic data processing -- Distributed processing -- Periodicals
Wireless communication systems -- Periodicals
Computer architecture -- Periodicals
004.2 - Journal URLs:
- http://inderscience.metapress.com/content/119852 ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 1743-8225
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 8143.xml