I have a cvx problem with one cvx variable (u (N)) which is a vector of length is 9000 (N=9000). I was able to solve the problem using SDPT3 solver.
My issue that the solver consumes about 6 hours to find the solution. However, the number of iterations was low as 20 iterations which means 20 minutes per iteration.
Any suggestions to make the solver faster?