Well this is just what I would personally do, since I have no knowledge on algae, just searched for a match to your photo from the source.
What I would personally do, and this would be done at your own risk or whatever, is if it bothers you a big deal, the rock does not look that big I would take it out, scrub the rock clean, then just cure it real good and throw it back in the system May sound a bit dramatic, but the rock does not appear to be a primary support for any other aquascape, and therer doeos not appear to be any coral on it.
So if you want it gone, try that. I would probably ask for a second opinion if I were you, there are some around here that know everything there is to know about macro so ask around a bit more.