It's probably a type of algae, and it's normal for new tanks. It means your system is still trying to balance itself out. You've got too much of something, and the algae is the reaction.
I had that also during my cycle. Once my phosphates were removed and my lighting was upgraded it went away. I beleive what the reddish brown stuff is "Diatoms" or dead diatoms not 100% sure.