On Grid Programming and MATLAB*G
نویسندگان
چکیده
The main goal of grid programming is the study of programming models, tools and methods that support the effective development of algorithms and applications on grid. This paper discusses the design and implementation of ALiCE object-oriented grid programming template (AOPT). ALiCE is a Java-based grid computing middleware to facilitate the development and deployment of generic grid applications on heterogeneous shared computing resources. The programming template provides a distributed shared-memory programming abstraction based on JavaSpaces that frees the grid application developer from the intricacies of the core layer and the underlying grid system. AOPT is designed for developing grid applications and as a programming tool for grid-enabling domain specific software applications such as MATLAB. In this paper, we discuss the design and implementation of MATLAB*G, a grid-enabled MATLAB using AOPT. The performance results indicate that for large matrix sizes MATLAB*G can be a faster alternative to sequential MATLAB.
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