How is this cluster configured? Do you have MDCS installed on it, or are you using MATLAB with Parallel Computing Toolbox only?
If you have only Parallel Computing Toolbox, then ou can only start workers on a single physical machine.
If you have MDCS, then the license determines how many workers can be started. Check your receipt to see how many workers you have paid for.
