The grid: blueprint for a new computing infrastructure
The grid: blueprint for a new computing infrastructure
Logic-based techniques in data integration
Logic-based artificial intelligence
Data Management Systems for Scientific Applications
Proceedings of the IFIP TC2/WG2.5 Working Conference on the Architecture of Scientific Software
Applying Chimera virtual data concepts to cluster finding in the Sloan Sky Survey
Proceedings of the 2002 ACM/IEEE conference on Supercomputing
Agent wizard: building information agents by answering questions
Proceedings of the 9th international conference on Intelligent user interfaces
A Metadata Catalog Service for Data Intensive Applications
Proceedings of the 2003 ACM/IEEE conference on Supercomputing
The Anatomy of the Grid: Enabling Scalable Virtual Organizations
International Journal of High Performance Computing Applications
Guest Editors' Introduction: E-Science
IEEE Intelligent Systems
Artificial Intelligence and Grids: Workflow Planning and Beyond
IEEE Intelligent Systems
The GEON portal: accelerating knowledge discovery in the geosciences
WIDM '06 Proceedings of the 8th annual ACM international workshop on Web information and data management
Building data integration queries by demonstration
Proceedings of the 12th international conference on Intelligent user interfaces
GRID '05 Proceedings of the 6th IEEE/ACM International Workshop on Grid Computing
Enabling Ad Hoc Queries over Low-Level Scientific Data Sets
SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management
IAAI'07 Proceedings of the 19th national conference on Innovative applications of artificial intelligence - Volume 2
On agents and grids: Creating the fabric for a new generation of distributed intelligent systems
Web Semantics: Science, Services and Agents on the World Wide Web
Metadata catalogs with semantic representations
IPAW'06 Proceedings of the 2006 international conference on Provenance and Annotation of Data
Taming massive distributed datasets: data sampling using bitmap indices
Proceedings of the 22nd international symposium on High-performance parallel and distributed computing
| Hi-index | 0.00 |
Grid technologies provide a robust infrastructure for distributed computing, and are widely used in large-scale scientific applications that generate terabytes (soon petabytes) of data. This data is described with metadata attributes about the data properties and provenance, and is organized in a variety of metadata catalogs distributed over the grid. In order to find a collection of data that share certain properties, these metadata catalogs need to be identified and queried on an individual basis. This paper introduces Artemis, a system developed to integrate distributed metadata catalogs on the grid. Artemis exploits several AI techniques including a query mediator, a query planning and execution system, ontologies and semantic web tools to model metadata attributes, and an intelligent user interface that guides users through these ontologies to formulate queries. We describe our experiences using Artemis with large metadata catalogs from two projects in the physics domain.