The problems appear to have started on Tuesday, March 21, 2017 morning Pacific Time, although systems could have started to wobble earlier: basically, people were and still are unable to log into their Microsoft-hosted services.
So, it sounds like someone broke something within Microsoft’s account authentication systems, locking millions out of their services for several hours.