This used to happen to me often because I work with interior modeling and most of the time was going by adding objects such as chairs, tables or other things to put in the scene.
Many times he found the solution to this was to work with mr Proxy, when working with mental ray, so could greatly reduce the file (350 mb to 5 mb).
See if you can help in some way this method.
Greetings.