It leaves near the Al Mourjan Lounge (where the big teddy bear is) and brings you to the north node (where the D and E gates are).

Still, no matter where your gate is, the walk will only be about 10-15min depending on your pace.
2h50min is definitely enough time to spend time at Al Mourjan, enjoy