An outage in a U.S. datacenter on September 4 caused problems for Azure Active Directory with a ripple effect on Office 365. It's a good example of how cloud services depend on each other, so when one fails, another has problems.
https://office365foritpros.com/2018/09/05/azure-outage-sept2018/
