In this article, we introduce a low cost method for integrating large dimensional linear initial value problems based on
the Arnoldi algorithm for matrix functions.We also describe a very efficient step-size control technique and compare a
resulting algorithm of order 4 with the standard Matlab solvers on linear stiff problems arising from the discretization
of parabolic equations.