A cloud computing based framework for general 2D and 3D cellular automata simulation

A cloud computing based framework for general 2D and 3D cellular automata simulation

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A cloud computing based framework for general 2D and 3D cellular automata simulation Abstract Cellular automata can be applied to solve several problems in a variety of areas, such as biology, chemistry, medicine, physics, astronomy, economics, and urban planning. The automata are defined by simple rules that give rise to behavior of great complexity running on very large matrices. 2D applications may require more than 106 A— 106 matrix cells, which are usually beyond the computational capacity of local clusters of computers. This paper presents a solution for traditional cellular automata simulations. We propose a scalable software framework, based on cloud computing technology, which is capable of dealing with very large matrices. The use of the framework facilitates the instrumentation of simulation experiments by non-computer experts, as it removes the burden related to the configuration of MapReduce jobs, so that researchers need only be concerned with their simulation algorithms. KeywordsCloud computing; Cellular automata; Simulation; Sparse matrices; Game of life; Web servicesInt J Model Ident Control 2009;6:119a€“25. http://dx.doi.org/10.1504/IJMIC. 2009.024328. ISSN: 1746-6172. ... In: Proceedings of the international workshop on applied modelling aamp; simulation, Buzios (RJ); 2006. p. 133a€“7. Isliker H ... A survey of sparse matrix research. Proc IEEE ... In: Math Kernel Library Reference Manual.


Title:A cloud computing based framework for general 2D and 3D cellular automata simulation
Author: scienceworldlib
Publisher:Science World Lib - 2013-07-23
ISBN-13:

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