"setting the aperture as close to f2.8 as possible"
That certainly allows you to push your shutter speed.
However, on some cameras that aperture will give you a very narrow depth of field. If that gets bad enough, you may have the front of the flower in focus, and the back is out of focus. So, it kind of depends on many factors.
–B.G.–


