Bring a large pot of salted water to a boil and cook the penne pasta according to package instructions. Drain and set aside.
In a large skillet, heat olive oil over medium heat. Add the sliced smoked sausage and cook until browned, about 3-4 minutes per side. Remove from the skillet and set aside.