Method of Building Parallel Data Mining Algorithms by Thread-Safe Functional Blocks

Abstract

In this article described method of constructing parallel data mining algorithms based on representation of an algorithm in the form of hierarchy of nested functional blocks. Offered method allows to build types of parallel structures of data mining algorithms with dispatcher and without, with parallelization by task and by data.