The lateral periodic condition has been imposed canonically and investigated extensively in the study of a channel flow, which unfortunately is not compatible with either the celebrated Reynolds' experiment or the self-similar Blasius boundary layer profile. In this talk, we will review recent progress in the study of steady boundary layer theory for both incompressible and compressible fluids, in the presence of new viscous inflow boundary conditions.