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Hear this out loud PauseOne way to estimate mean service rate would be to count the number of customers exiting (after service) per unit time while there is a continuous line (always someone waiting). Another way would be to record when each customer starts and ends service, take the difference to get their time in service, and average that.
The following formulas are used in queuing theory for the case of random arrival, deterministic service, and only one service channel. A Q L = ( 2 p ? p 2 ) / 2 ? ( 1 ? p ) AQL = (2p-p^2)/2 * (1-p) AQL=(2p?p2)/2?(1?p) A T T = 2 ? p / 2 ? u ? ( 1 ? p ) ATT = 2-p/2*u*(1-p) ATT=2?p/2?u?(1?p)
Hear this out loud PauseHence, Wq can be obtained as follows: Wq = Lq/?. denotes the waiting time in the queue for the A/B/c queue. The above works well for M/G/c queues, but does not always work well when the inter-arrival time is not exponentially distributed.
Hear this out loud PauseAverage queue length is given by E(m) = ?2/(1-?). m= n-1, being the number of customers in the queue excluding the customer in service.
Hear this out loud PauseThe service rate is the number of customers per hour that the server can process, assuming there are always more customers waiting. It doesn't depend on the arrival rate.