Title :
Self-Organising Semantic Resource Discovery for Pervasive Systems
Author :
Stevenson, Graeme ; Juan Ye ; Dobson, Simon ; Viroli, Mirko ; Montagna, S.
Author_Institution :
Sch. of Comput. Sci., Univ. of St. Andrews, St. Andrews, UK
Abstract :
The pervasive computing vision encompasses scenarios where services are delivered to users as a result of opportunistic encounters between their personal devices and computational resources embedded in their surrounding environment. The decentralised and dynamic nature of such environments complicates service provision, providing no setting for a conventional orchestrator to manage the resource discovery process. This paper proposes a novel approach to resource discovery, employing nature-inspired patterns to manage the search for and retrieval of information across a dynamic arrangement of devices. We show how the results of fuzzy matching based on semantic resource descriptions can be incorporated at the pattern level to route only the best matched resources to a requestor, and how application context extrinsic to the matching algorithm may augment this process.
Keywords :
fuzzy set theory; information retrieval; pattern matching; resource allocation; self-adjusting systems; ubiquitous computing; application context; computational resource; decentralised environment; dynamic environment; fuzzy matching; information retrieval; information search management; matching algorithm; nature-inspired pattern; opportunistic encounter; personal device; pervasive computing; pervasive system; resource discovery process management; self-organising semantic resource discovery; semantic resource description; service delivery; service provision; bio-inspired; resource discovery; semantic matching;
Conference_Titel :
Self-Adaptive and Self-Organizing Systems Workshops (SASOW), 2012 IEEE Sixth International Conference on
Conference_Location :
Lyon
Print_ISBN :
978-1-4673-5153-9
DOI :
10.1109/SASOW.2012.39