LU Decomposition transforms a square matrix (A) into the product of a lower-triangular matrix (L) and an upper-triangular matrix (U): [ A = LU ] In this implementation, we perform LU decomposition ...

In this assignment, you will develop two parallel implementations of LU decomposition that use Gaussian elimination to factor a dense N x N matrix into an upper-triangular one and a lower-triangular ...

Abstract: Acceleration of in-core LU decomposition by using multiple GPUs in parallel is presented in this paper. Memory limitations of GPUs are overcome by using block LU decomposition, where the ...

Abstract: The LU decomposition is an essential element used in many linear algebra applications. Furthermore, it is used in LINPACK to benchmark the performance of modern multi-core processor ...