Sorry I didn't get back sooner. Yes, that looks like powdery mildew. Normally a couple fungicide applications will do it. Sovran, Flint, Rally Rubigan, Inspire Super, or Topsin M will all work. Most are pretty expensive though, Topsin M should be the cheapest. Not sure you can get them in small...