Title :
G-AQFS: grid computing exploitation for the management of air quality in presence of complex meteorological circulations
Author :
Aloisio, G. ; Cafaro, M. ; Cesari, R. ; Mangia, C. ; Marra, G.P. ; Miglietta, M. ; Mirto, M. ; Rizza, U. ; Schipa, I. ; Tanzarella, A.
Author_Institution :
Center for Adv. Computational Technol., Lecce Univ., Italy
Abstract :
Leveraging grid computing technology, i.e. the visualization of distributed computing and data resources such as processing, network bandwidth and storage capacity to create a single system image, we present a Grid Air Quality Forecast System (G-AQFS). The modeling system consists of meteorological and dispersion models coupled in cascade. The computational workflow of the modeling system is defined by means of DAGs (direct acyclic graph). A simple system is presented to manage and schedule the computational grid resources. As case study the system has been applied over Salento area, in the Apulia region (South-eastern Italy), to simulate ground level ozone concentration. Model predictions have been compared with field measurements, with reasonable results.
Keywords :
air pollution; atmospheric movements; atmospheric techniques; directed graphs; grid computing; weather forecasting; Apulia region; G-AQFS modeling systems; Globus Toolkit; Grid Air Quality Forecast System; Salento area; air quality management; atmospheric modeling; complex meteorological circulations; computational grid resources; computational workflow; direct acyclic graph; dispersion model; distributed computing; field measurements; grid computing; ground level ozone concentration simulation; meteorological model; model predictions; network bandwidth; single system image; storage capacity; Bandwidth; Data visualization; Distributed computing; Grid computing; Image storage; Meteorology; Quality management; Resource management; Technology forecasting; Weather forecasting;
Conference_Titel :
Information Technology: Coding and Computing, 2004. Proceedings. ITCC 2004. International Conference on
Print_ISBN :
0-7695-2108-8
DOI :
10.1109/ITCC.2004.1286594