For me, it's backing up over a network share. My Synology NAS works perfectly and flawlessly for literally everything else. It's RAID 1. It supports Time Machine. But somehow it would get corrupted every few months and I'd have to start it all over.

Tons of people complain about this. I suspect it's some subtle bug with sparse bundles and SMB.