Time Machine couldn't complete the backup
It turned out that App Cleaner is the root cause of the problem. I used App Cleaner for quite some time and have purchased the premium version. My problem with App Cleaner started with its V6.0 version and I was still on High Sierra. So it was not a Mac OS problem.