Running Windows and Linux Applications Concurrently On the Same Computer

I want to run applications in both Windows and Linux at the same time. I have not tried this before so I would like timely advice about this scenario. I would like to know if there will be a performance issue if I run Windows and Linux applications on the same computer.
