The Present invention provides a system and method for fast computing the Cholesky factorization of a positive definite matrix. In order to reduce the computation time of matrix factorizations, the present invention uses three atomic components, namely MA atoms, M atoms, and an S atom. The three kinds of components are arranged in a configuration that returns the Cholesky factorization of the input matrix.