MOSEK requires a certain amount of memory to store a given optimization problem. The exact ammount is proportional to the number of variables, constraints and non-zero entries in the problem. Moreover, some additional memory is required to optimize it. How much depends on the structural properties of the problem.
In general it is not possible to predict how much memory MOSEK will require to solve a particular problem.