I would recommend upgrading to 5.20 to see if the problem goes away.
Also, since you mention appliance, it seems you bought it pre-made and pre-installed from a vendor. Contacting your vendor support can also be usefull, since they might know where the problem is if it manifests on multiple of their devices.