I would not "require" people to know Markov chains but I am usually surprised how many programmers have no idea what it is and how it works and how it can be us

I would not "require" people to know Markov chains but I am usually surprised how many programmers have no idea what it is and how it works and how it can be used. It is a very powerful tool to model queues which is something most distributed systems deal with :).