CA SAM KPI Cron Jobs show that it has failed in the CA SAM UI (Admin->Cron Jobs.) The error log shows the following error message:
WARNING: ASP-W0. This process is already running and cannot be started more than once.
This solution seems to directly contradict what this KB article says to do, i.e. changing "running" to last run time instead of deleting it all together.