Me and two other friends of mine would like to go in together on renting a place to throw a party this summer (early June). We'd like it to be a cookout so we can enjoy the nice Atlanta summer weather

It will also be one of my friends' birthday, so it'll be kindof a birthday party/cookout.
I looked on
www.vrbo.com and saw a couple of places to rent, but I'm afraid to hold it in just any regular neighborhood because we may end up having a large number of people and I do not want to risk disturbing any neighbors that are close to us or having people calling the police. Not that I don't trust our invitees to be courteous, but you just never know when you have a large-sized party of people. I thought about looking into the homes on Lake Lanier because alot of those properties are large and on larger spaces of land.
Anyone have any suggestions?