3d web-based parallel applications for the numerical modeling of natural phenomena
Creato da
Parise, Roberto
Leone, Nicola
D'Ambrosio, Donato
Spataro, William
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Dottorato di Ricerca in Matematica ed Informatica, XXVII Ciclo, a.a. 2014; In this thesis, I designed and implemented three new web applications tai-
lored for the Cellular Automata (CA) simulation models SCIDDICA-k1,
SCIARA-fv3 and ABBAMPAU, making use of the GoogleWeb Toolkit frame-
work and WebGL.
Moreover, I have contributed to the optimizations of the numerical models
mentioned above and I also developed part of a library, called OpenCAL, for
developing CA simulation models in C/C++. In this case, my most signi -
cant contribution regarded the support given to the parallelization through
the OpenCL standard, in order to facilitate with a few lines of codes, the par-
allelization for the execution on any device, especially on General Purpose
Computation with Graphics Processing Units (GPGPU).
The development of the web applications involved the implementation of
strategies so that optimizing the server load in the connections' management
and enhancing the real time visualization of maps on devices of any kind,
even mobile.
As regards the OpenCAL library, the tests performed on a test models has
shown signi cant performance improvements in terms of speedup, thanks also
to the use of some new optimization strategies. In this way, the validity of the
use of graphics processing units as alternative to more expensive hardware
solutions for the parallelization of CA models has been con rmed.; Università della CalabriaSoggetto
Informatica; Computer graphics; Calcolo parallelo
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INF/01;