MATLAB Licences Busy

Some people have had trouble starting MATLAB today, receiving messages like this:

License Manager Error -4.
Maximum number of users for MATLAB reached.
Try again later.

The problem is that one lab on campus has processes claiming some 80% of the available licenses; we are investigating.