Try taking the new Emirates road. Just head inland from any of the interchanges then break left. Feels like you've gone half way to OMFJ but is an excellent freeway with no delays. Take the Rashidiyah exit rather than blindly following the airport signs to save some time.
Or just do what us EK pilots do - get helo transport off the pad on the Burj!