Another important application of simulation is in developing "virtual environments", e.g., for training. Simulation early in the design cycle is important because the cost to repair mistakes increases dramatically the later in the product life cycle that the error is detected. Most if not all digital integrated circuits manufactured today are first extensively simulated before they are manufactured to identify and correct design errors. In addition to its use as a tool to better understand and optimize performance and/or reliability of systems, simulation is also extensively used to verify the correctness of designs. The scenario described above is but one situation where computer simulation can be effectively used. We need a proper knowledge of both the techniques of simulation modeling and the simulated systems themselves. In this Web site we study computer systems modeling and simulation. Modeling and simulation of system design trade off is good preparation for design and engineering decisions in real world jobs. Introduction & Summary Computer system users, administrators, and designers usually have a goal of highest performance at lowest cost. "What-if" Analysis Techniques IntroductionĮxponential Tangential in Expectation Method Metamodeling and the Goal seeking Problems Introduction Simulation-based Optimization Techniques Introduction Techniques for Sensitivity Estimation Introduction System Dynamics and Discrete Event Simulation
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