I would look for a villa that's not in a compound. We have, and as long as the dogs are not destructive or cause a nuisance to neighbours you should be ok.
I am planning to bring my Golden Retriever out in January when its cooler.
There are kennels in Qatar. Ask Qatar pets, see Forum, they should be able to advise you on this.
Good Luck