I should have known the Windows Home Server was going to take a dive. Windows Home Server complained that one of the drive was not functioning even though it was spinning just fine when connected a diagnostic computer. Apparently Volume Shadow Copy Service has been crashing.
Well, I already ordered a Synology DS712+ and new hard drives to replace this Windows Home Server. Luckily I also have backup on Amazon S3.