Determining Semantic Similarity among Entity Classes from Different Ontologies
IEEE Transactions on Knowledge and Data Engineering
Ontology, Metadata, and Semiotics
ICCS '00 Proceedings of the Linguistic on Conceptual Structures: Logical Linguistic, and Computational Issues
Semantic Matching of Web Services Capabilities
ISWC '02 Proceedings of the First International Semantic Web Conference on The Semantic Web
A Directory Service for Configuring High-Performance Distributed Computations
HPDC '97 Proceedings of the 6th IEEE International Symposium on High Performance Distributed Computing
Matchmaking: Distributed Resource Management for High Throughput Computing
HPDC '98 Proceedings of the 7th IEEE International Symposium on High Performance Distributed Computing
Grid Information Services for Distributed Resource Sharing
HPDC '01 Proceedings of the 10th IEEE International Symposium on High Performance Distributed Computing
A grid service discovery matchmaker based on ontology description
EuroWeb'02 Proceedings of the 2002 international conference on EuroWeb
Automatic annotation of Web services based on workflow definitions
ACM Transactions on the Web (TWEB)
Weight Assignment of Semantic Match Using User Values and a Fuzzy Approach
ICSOC '07 Proceedings of the 5th international conference on Service-Oriented Computing
An On-Line Semantic Visualization for Heterogeneous Product Information of the Virtual Organization
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Ontology-Based Semantic Method for Service Modeling in Grid
NPC '08 Proceedings of the IFIP International Conference on Network and Parallel Computing
Dynamic resource selection heuristics for a non-reserved bidding-based Grid environment
Future Generation Computer Systems
A conceptual graph approach to semantic similarity computation method for e-service discovery
International Journal of Knowledge Engineering and Data Mining
A semantic information system for services and traded resources in Grid e-markets
Future Generation Computer Systems
View-based model-driven architecture for enhancing maintainability of data access services
Data & Knowledge Engineering
International Journal of Information System Modeling and Design
A behaviour network approach to support opportunity-based virtual enterprises in the internet
Multiagent and Grid Systems
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The fundamental problem that the Grid research and development community is seeking to solve is how to coordinate distributed resources amongst a dynamic set of individuals and organisations in order to solve a common collaborative goal. The problem arises through the heterogeneity, distribution and sharing of the resources in different virtual organisations. Interoperability is a main issue for applications to function with the Grid. This paper proposes a matchmaking framework for service discovery in Grid environments based on three selection stages which are context, semantic and registry selection. It provides a better service discovery process by using semantic descriptions stored in ontologies which specify both the Grid services and the application knowledge. The framework permits Grid applications to specify the criteria a service request is matched with and enables interoperability for the matchmaking process. A proof of concept is done with a prototype implementation, and an enhancement of the matchmaking process is achieved with a similarity metric which allows quantifying the quality of a match. A qualitative and quantitative evaluation of the prototype system is given with an analysis and performance measurements to quantify the scalability of the prototype.