Single point of failure
A SPOF is a part of a system that, if it fails, will stop the entire system from working.
Redundacy
Systems can be made robust by adding redundancy in all potential SPOFs. This can be done in different levels.
The same system after adding some redundancy mechanisms:
By further adding redundancy, we could remove SPOFs making the system robust and reliable: