WSUS SUSDB Recovery Pending
Saw this issue when I logged into the WSUS database via management studio: SUSDB(Recovery Pending). When I checked SoftwareDistribution.log with my WSUS, then I realized that NT\Network Service cannot log on the WID database.. So the solution is just to add NT Authority\Network Service to the WSUS database permission. then problem solved :)