Turn on the different verbose options (like printgcdetails or printtenuringdistribution) for gc and see how frequently it's doing garbage collection and what the pattern. You might find as time passes the frequency increasing due to memory leaks in your application that can cause tons of objects occupying unnecessary heap space. That'll give you an initial idea.
