You can contact Qatar Tennis Federation at 44409666.
They charge QR40/hour per court.

It is required that you call them a day before you want to play. Call as early as 8am because lots of people make reservations there. I have one tonight but I'm cancelling it as my tennis partner won't be able to make it.