This paper is a survey of direct parallel algorithms for solving systems of linear equations. We present an up-to-date collection of algorithms for solving triangular, dense, and tridiagonal systems of equations. We state their resulting speedup over the corresponding sequential algorithms, and evaluate their numerical stability, whenever possible.