This course introduces the principles of simulation and statistical analysis. Topics include system simulation, data analysis, statistical inference, regression, correlation and variance analysis, sensitivity analysis, variation reduction and importance sampling techniques for rare events, workload representation and traffic generation, experimental design, basic queuing theory (Little’s Law, M/M/1 and variations), operational law, and case studies on client-server systems.