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Uma Arquitetura Baseada em Conhecimento para a Otimização de Aplicações de Mineração de Dados em Grades

Francisco Flávio de SouzaLeonardo AyresVasco Furtado

In this paper, we introduce the SMARTBASEG architecture. Our proposal considers that the domain of Data Mining (DM) can be represented in terms of an ontology containing the definition of the main concepts involved in its algorithms. We also use ontology to describe some characteristics of a computational Grid. This declarative feature of the architecture enables its dynamic optimization layer to decide how to transform procedures of DM applications into Grid-adapted tasks, by using heuristics based on DM and Grid knowledge, aiming at resulting in efficient load balancing.

http://www.lbd.dcc.ufmg.br/colecoes/enia/2005/080.pdf

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