My suspicion is either a memory leak somewhere in the software stackTo determine if you have a memory leak:
If you are using increasing amounts of swap space you probably have a
run top like this (batch mode, 1 iteration) to get a snap shot of
process memory usage. Save the output and run it at different times to
get an idea of what maybe eating memory.
top -b -n 1