I could recommend visiting one of the "G-Force Health Clubs". They do have a small "charge" to use, however I'm banking the opportunity to smash out some laps in the pool and enjoy a sauna might be a nice way to get the blood flowing and wake up a little after a while in the lounge.

http://www.dubaiintlhotels.com/facilities-en.html