Title :
Five Dimension Environmental Data Resource Brokering on Computational Grids and Scientific Clouds
Author :
Giunta, G. ; Laccetti, G. ; Montella, R.
Author_Institution :
Dept. of Appl. Sci., Univ. of Naples Parthenope, Naples
Abstract :
In this paper we describe how the grid computing resource brokering approach, classically divided into matchmaking discovery and optimize selection, is applied to five dimensional environmental data distribution. This result is achieved thanks to the integration of a resource broker service we developed from scratch. This service implements the key feature of autonomic mapping of Globus toolkit index service resources on the Condor ClassAd resource description. Our five dimensional distribution data service relays on this software infrastructure to advertise metadata and it provides the requested data leveraging on the Web service resource framework. We provide an example based on a grid aware application component, showing the application of resource brokering to environmental problems. We focused our interests mainly about high resolution weather forecast data management and results quality assessment. Our approach would be both modular and distributed computing technology aware in order to provide the e-science community of grid based cloud computing enabled tools fully benefiting of this technology.
Keywords :
Web services; environmental science computing; grid computing; resource allocation; Condor ClassAd resource description; Globus toolkit index service resource; Web service resource framework; autonomic mapping; computational grid; distributed computing technology; e-science community; environmental data resource brokering; five-dimensional distribution data service; grid aware application component; grid based cloud computing; grid computing resource brokering approach; high-resolution weather forecast data management; matchmaking discovery; quality assessment; scientific cloud computing; service selection optimization; software infrastructure; Application software; Cloud computing; Distributed computing; Environmental factors; Frame relay; Grid computing; Quality assessment; Quality management; Weather forecasting; Web services; Cloud Computing; Environmental Data Distribution; Grid Computing; Resource Broking; Weather Model Evaluation;
Conference_Titel :
Asia-Pacific Services Computing Conference, 2008. APSCC '08. IEEE
Conference_Location :
Yilan
Print_ISBN :
978-0-7695-3473-2
Electronic_ISBN :
978-0-7695-3473-2
DOI :
10.1109/APSCC.2008.201