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This paper first presents a Markov chain that exactly models an optical shared-memory packet switch. Without loss in model accuracy, this Markov chain state size is greatly reduced to form a reduced Markov chain (RMC). A simplified construction method is given to make the RMC tractable. Throughput and probability of packet loss derived using the RMC are also presented.