DocumentCode :
945473
Title :
A Grid Computing-Based Approach for the Acceleration of Simulations in Cardiology
Author :
Alonso, José M. ; Ferrero, José M. ; Hernandez, V. ; Molto, German ; Saiz, Javier ; Trenor, B.
Author_Institution :
Univ. Politec. de Valencia, Valencia
Volume :
12
Issue :
2
fYear :
2008
fDate :
3/1/2008 12:00:00 AM
Firstpage :
138
Lastpage :
144
Abstract :
This paper combines high-performance computing and grid computing technologies to accelerate multiple executions of a biomedical application that simulates the action potential propagation on cardiac tissues. First, a parallelization strategy was employed to accelerate the execution of simulations on a cluster of personal computers (PCs). Then, grid computing was employed to concurrently perform the multiple simulations that compose the cardiac case studies on the resources of a grid deployment, by means of a service-oriented approach. This way, biomedical experts are provided with a gateway to easily access a grid infrastructure for the execution of these research studies. Emphasis is stressed on the methodology employed. In order to assess the benefits of the grid, a cardiac case study, which analyzes the effects of premature stimulation on reentry generation during myocardial ischemia, has been carried out. The collaborative usage of a distributed computing infrastructure has reduced the time required for the execution of cardiac case studies, which allows, for example, to take more accurate decisions when evaluating the effects of new antiarrhythmic drugs on the electrical activity of the heart.
Keywords :
bioelectric potentials; biological tissues; cardiology; digital simulation; drugs; grid computing; medical computing; physiological models; action potential propagation; antiarrhythmic drugs; cardiac tissues; cardiology; distributed computing infrastructure; electrical activity; grid computing-based approach; mathematical model; multiple simulations; myocardial ischemia; personal computers; premature stimulation effects; reentry generation; service-oriented approach; Action potential (AP) propagation; Grid computing; a service-oriented architecture; ction potential propagation,; grid computing; high performance computing; high-performance computing; myocardial ischemia; service-orientedarchitecture; Action Potentials; Cardiology; Computer Simulation; Heart Conduction System; Humans; Internet; Models, Cardiovascular; Myocardial Ischemia;
fLanguage :
English
Journal_Title :
Information Technology in Biomedicine, IEEE Transactions on
Publisher :
ieee
ISSN :
1089-7771
Type :
jour
DOI :
10.1109/TITB.2007.907982
Filename :
4358913
Link To Document :
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