Massively parallel strategies for local spatial interpolation
Computers & Geosciences
Internet GIS: Distributed Geographic Information Services for the Internet and Wireless Networks
Internet GIS: Distributed Geographic Information Services for the Internet and Wireless Networks
A Resource Management Architecture for Metacomputing Systems
IPPS/SPDP '98 Proceedings of the Workshop on Job Scheduling Strategies for Parallel Processing
Grids and grid technologies for wide-area distributed computing
Software—Practice & Experience
Guest editorial: high performance computing with geographical data
Parallel Computing - Special issue: High performance computing with geographical data
Parallel Computing - Special issue: High performance computing with geographical data
A dynamic earth observation system
Parallel Computing - Special issue: High performance computing with geographical data
A quadtree approach to domain decomposition for spatial interpolation in grid computing environments
Parallel Computing - Special issue: High performance computing with geographical data
The Anatomy of the Grid: Enabling Scalable Virtual Organizations
International Journal of High Performance Computing Applications
Cross-Site Computations on the TeraGrid
Computing in Science and Engineering
Evaluating Performance in Spatial Data Infrastructures for Geoprocessing
IEEE Internet Computing
Validity of the single processor approach to achieving large scale computing capabilities
AFIPS '67 (Spring) Proceedings of the April 18-20, 1967, spring joint computer conference
Introduction to distributed geographic information processing research
International Journal of Geographical Information Science - Distributed Geographic Information Processing Research
International Journal of Geographical Information Science - Distributed Geographic Information Processing Research
Use of grid computing for modeling virtual geospatial products
International Journal of Geographical Information Science - Distributed Geographic Information Processing Research
TeraGrid GIScience Gateway: Bridging cyberinfrastructure and GIScience
International Journal of Geographical Information Science - Distributed Geographic Information Processing Research
Interoperability of functions in environmental models-a case study in hydrological modeling
International Journal of Geographical Information Science - Distributed Geographic Information Processing Research
Introduction to distributed geographic information processing research
International Journal of Geographical Information Science - Distributed Geographic Information Processing Research
Use of grid computing for modeling virtual geospatial products
International Journal of Geographical Information Science - Distributed Geographic Information Processing Research
TeraGrid GIScience Gateway: Bridging cyberinfrastructure and GIScience
International Journal of Geographical Information Science - Distributed Geographic Information Processing Research
Interoperability of functions in environmental models-a case study in hydrological modeling
International Journal of Geographical Information Science - Distributed Geographic Information Processing Research
W2GIS'13 Proceedings of the 12th international conference on Web and Wireless Geographical Information Systems
Hi-index | 0.00 |
Geospatial cyberinfrastructure integrates distributed geographic information processing (DGIP) technology, high-performance computing resources, interoperable Web services, and sharable geographic knowledge to facilitate the advancement of geographic information science (GIScience) research, geospatial technology, and geographic education. This article addresses three major development issues of geospatial cyberinfrastructure: the performance of grid-enabled DGIP services, the integration of Internet GIService resources, and the technical challenges of spatial Web portal implementation. A four-tier grid-enabled Internet GIService framework was designed for geospatial cyberinfrastructure. The advantages of the grid-enabled framework were demonstrated by a spatial Web portal. The spatial Web portal was implemented based on current available Internet technologies and utilizes multiple computing resources and high-performance systems, including local PC clusters and the TeraGrid. By comparing their performance testing results, we found that grid computing (TeraGrid) is more powerful and flexible than local PC clusters. However, job queuing time and relatively poor performance of cross-site computation are the major obstacles of grid computing for geospatial cyberinfrastructure. Detailed analysis of different computational settings and performance testing contributes to a deeper understanding of the improvements of DGIP services and geospatial cyberinfrastructure. This research demonstrates that resource/service integration and performance improvement can be accomplished by deploying the new four-tier grid-enabled Internet GIService framework. This article also identifies four research priorities for developing geospatial cyberinfrastructure: the design of GIS middleware, high-performance geovisualization methods, semantic GIService, and the integration of multiple GIS grid applications.