Although I still get an odd OOM, I've found that the most successful way to prevent them is to do what a few have already mentioned in here. Use a scenery config editor to ONLY use the departure and arrival airport on your route. I'm also at work today so don't have a direct link, but I'm sure Google will help you with that.
Good luck.