As RayV said, I'd think you'd pretty much have to lay them
perpendicular to the joists. Running parallel would eventually cause
serious cupping between the boards. You're not talking about laminate
flooring, are you? If that were the case, then you would want to lay
them so they run away from the windows. Laying perpendicular with the
light source will cause the seams to show.