Before revision:  For large-scale problems, it is important for computational scientists to understand the computational cost, scalability and efficiency; which all will be addressed in this paper .
After revision:  For large-scale problems, it is important for computational scientists to understand the computational performance of current algorithms available in these scientific libraries .