Yes, SuccesFactors servers and systems have outages -- just like legacy on-premise software.
Planned outages are communicated to customers - and are aligned with quarterly releases. These are typically no more than 7 hours in length and run over a weekend. Sometimes, there are unexpected issues with certain servers in the SF cloud. Customers can see performance of the servers on the SAP ONE Service Dashboard.