Viewpoint: From TeraGrid to knowledge grid
Communications of the ACM
Advances in Distributed and Parallel Knowledge Discovery
Advances in Distributed and Parallel Knowledge Discovery
Communications of the ACM
Unraveling the Web Services Web: An Introduction to SOAP, WSDL, and UDDI
IEEE Internet Computing
Computational and data Grids in large-scale science and engineering
Future Generation Computer Systems - Grid computing: Towards a new computing infrastructure
Discovery net: towards a grid of knowledge discovery
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Data Mining on NASA's Information Power Grid
HPDC '00 Proceedings of the 9th IEEE International Symposium on High Performance Distributed Computing
InfoGrid: providing information integration for knowledge discovery
Information Sciences—Informatics and Computer Science: An International Journal - special issue: Knowledge discovery from distributed information sources
The Anatomy of the Grid: Enabling Scalable Virtual Organizations
International Journal of High Performance Computing Applications
Organizing Multiple Data Sources for Developing Intelligent e-Business Portals
Data Mining and Knowledge Discovery
Data Transformation Services over Grids with Real-Time Bound Constraints
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part I on On the Move to Meaningful Internet Systems:
Developing Grid-based E-finance Portals for Intelligent Risk Management and Decision Making
Proceedings of the 2006 conference on Advances in Intelligent IT: Active Media Technology 2006
Developing mining-grid centric e-finance portals for risk management
JSAI'06 Proceedings of the 20th annual conference on New frontiers in artificial intelligence
A framework and survey of knowledge discovery services on the OGSA-DAI
APWeb'06 Proceedings of the 2006 international conference on Advanced Web and Network Technologies, and Applications
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The increasing use of computers in all the areas of human activities is resulting in huge collections of digital data. Databases are common everywhere and are used as repositories of every kind of data. Knowledge discovery techniques and tools are used today to analyze those very large data sets to identify interesting patterns and trends in them. When data is maintained over geographically distributed sites the computational power of distributed and parallel systems can be exploited for knowledge discovery in databases. In this scenario the Grid can provide an effective computational support for distributed knowledge discovery on large data sets. To this purpose we designed a system called Knowledge Grid. This paper describes the Knowledge Grid architecture and discusses some related systems and models recently proposed for knowledge discovery on Grids. The paper shows also how to design and implement distributed knowledge discovery services, according to the OGSA model, by using the Knowledge Grid environment starting from searching Grid resources, composing software and data elements, and executing the resulting application on a Grid.