Server performance is bench marked using multiple master processes. A local master process is created for each client computer system applying load on the server. Then a global master process is created on a physical computer system on which neither client nor server processes are running. The global master is responsible for the proper execution of the bench mark. The global master uses an inter-master communications protocol that enforces coordination among the disparate client systems and processes.