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MULTIPLE-CHANNEL QUEUING MODEL WITH POISSON ARRIVALS AND EXPONENTIAL SERVICE TIMES  463


                                         2 The average number of units in the queue:


                                                                            k
                                                                        ð = Þ
                                                                 L q ¼            P 0                 (11:12)
                                                                     ðk   1Þ!ðk     Þ 2

                                         3 The average number of units in the system:



                                                                      L ¼ L q þ                       (11:13)



                                         4 The average time a unit spends in the queue:


                                                                            L q
                                                                       W q ¼                          (11:14)


                                         5 The average time a unit spends in the system:


                                                                              1
                                                                      W ¼ W q þ                       (11:15)



                                         6 The probability that an arriving unit has to wait for service:


                                                                          k
                                                                     1        k
                                                                P w ¼             P 0                 (11:16)
                                                                     k!     k

                                         7 The probability of n units in the system:


                                                                    ð = Þ n
                                                               P n ¼     P 0  for n   k               (11:17)
                                                                     n!

                                                                    ð = Þ n
                                                               P n ¼     P 0   for n > k              (11:18)
                                                                   k!k ðn kÞ

                                      Because   is the mean service rate for each channel, k  is the mean service rate for
                                      the multiple-channel system. As was true for the single-channel queues model, the
                                      formulas for the operating characteristics of multiple-channel queues can be applied
                                      only in situations where the mean service rate for the system is greater than the
                                      mean arrival rate for the system; in other words, the formulas are applicable only if
                                      k  is greater than l.
                                         Some expressions for the operating characteristics of multiple-channel queues are
                                      more complex than their single-channel counterparts. However, Equations (11.11)
                                      through (11.18) provide the same information as provided by the single-channel
                                      model. To help simplify the use of the multiple-channel equations, Table 11.4






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