I've had the same question - how can we really tell if it is running? (If completed, there's usually a log file, but I'm not sure the absence of a log file is 100% confident.) When there are hundreds of jobs in this state, can we check in some automated way? I've been thinking how to develop a tool for this... will share it if we make any progress.