Abstract
We present our experience and evaluation of some of the state-of-the-art software tools and algorithms available for building a system for Grid service provision and discovery using agents, ontologies and semantic markups. We believe that semantic information will be used in every large-scale Grid resource discovery, and the Grid should capitalize on existing research and development in the area. We built a prototype of an agent-based system for resource provision and selection that allows locating services that semantically match the client requirements. Services are described using the Web service ontology (OWL-S). We present our prototype built on the JADE agent framework and an off-the-shelf OWL-S toolkit. We also present preliminary evaluation results, which in particular indicate a need for an incremental classification algorithm supporting incremental extension of a knowledge base with many unrelated or weakly-related ontologies.
Keywords
This research work is carried out under the FP6 Network of Excellence CoreGRID funded by the European Commission (Contract IST-2002-004265).
The work was done when the author was with the KTH, Stockholm, Sweden.
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Groleau, W., Vlassov, V., Popov, K. (2007). Towards Semantics-Based Resource Discovery for the Grid. In: Gorlatch, S., Danelutto, M. (eds) Integrated Research in GRID Computing. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-47658-2_13
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