Exam 13: Queuing Theory
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A barber shop has one barber who can give 12 haircuts per hour. Customers arrive at a rate of 8 customers per hour. Customer inter-arrival times and service times are exponentially distributed. The following queuing analysis spreadsheet was developed from this information.
-Refer to Exhibit 13.2. Based on this report what percent of the time is the barber busy cutting hair?
(Short Answer)
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The amount of time a customer spends with the server is referred to as
(Multiple Choice)
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A store currently operates its service system with 1 operator. Arrivals follow a Poisson distribution and service times are exponentially distributed. The following spreadsheet has been developed for the system.
-Refer to Exhibit 13.1. How many customers will be in the store on average at any one time?
(Multiple Choice)
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The university computer lab has 10 computers which are constantly being used by students. Users need help from the one lab assistant fairly often. Students ask for help at a Poisson rate of with an average of 4 requests per hour for any one computer. The assistant answers questions as quickly as possible and the service time follows an exponential distribution with mean of 1 minute per help session. The following queuing analysis spreadsheet was developed from this information.
-Refer to Exhibit 13.6. Based on this report what is the average number of students waiting to be helped?
(Short Answer)
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The university computer lab has 10 computers which are constantly being used by students. Users need help from the one lab assistant fairly often. Students ask for help at a Poisson rate of with an average of 4 requests per hour for any one computer. The assistant answers questions as quickly as possible and the service time follows an exponential distribution with mean of 1 minute per help session. The following queuing analysis spreadsheet was developed from this information.
-Refer to Exhibit 13.6. Based on this report what is the probability that a student will not get instantaneous help?
(Short Answer)
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Joe's Copy Center has 10 copiers. They break down and require service quite often. Time between breakdowns follows an exponential distribution for each copier. The repair person services machines as quickly as possible, but the service time follows an exponential distribution. What type of system is it?
(Multiple Choice)
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If cell B2 contains the value for and cell A5 contains the value for T, what formula should go in cell B5 to compute the P(Service time) T for this exponential distribution?
(Multiple Choice)
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A company has recorded the following customer inter-arrival times and service times for 10 customers at one of its single teller service lines. Assume the data are exponentially distributed and the 10 data points represent a reasonable sample.
-Refer to Exhibit 13.3. What is the mean service rate per hour?
(Essay)
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A tax accountant has found that the time to serve a customer has a mean of 30 minutes (or 0.5 hours) and a standard deviation of 6 minutes (or 0.1 hours). Customer arrivals follow a Poisson distribution with an average of 60 minutes between arrivals. The following queuing analysis spreadsheet was developed from this information.
-Refer to Exhibit 13.7. Based on this report what is the average number of customers waiting to be helped?
(Short Answer)
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A barber shop has one barber who can give 12 haircuts per hour. Customers arrive at a rate of 8 customers per hour. Customer inter-arrival times and service times are exponentially distributed. The following queuing analysis spreadsheet was developed from this information.
-Refer to Exhibit 13.2. Based on this report what is the average waiting time before the barber begins a customer's haircut?
(Short Answer)
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If the arrival process is modeled as a Poisson random variable with arrival rate , then the average time between arrivals is
(Multiple Choice)
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The customer service desk at Joe's Discount Electronics store receives 5 customers per hour on average. On average, each customer requires 10 minutes for service. The customer service desk is staffed by a single person. What is the average number of customers in the customer service area, if modeled as an M/M/1 queuing system?
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Which type of queuing system are you likely to encounter at an ATM?
(Multiple Choice)
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The university computer lab has 10 computers which are constantly being used by students. Users need help from the one lab assistant fairly often. Students ask for help at a Poisson rate of with an average of 4 requests per hour for any one computer. The assistant answers questions as quickly as possible and the service time follows an exponential distribution with mean of 1 minute per help session. The following queuing analysis spreadsheet was developed from this information.
-Refer to Exhibit 13.6. What is the Kendall notation for this system?
(Short Answer)
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If the service rate decreases as the arrival rate remains constant, then, in general
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A barber shop has one barber who can give 12 haircuts per hour. Customers arrive at a rate of 8 customers per hour. Customer inter-arrival times and service times are exponentially distributed. The following queuing analysis spreadsheet was developed from this information.
-Refer to Exhibit 13.2. Based on this report what is the average total time spent waiting for a haircut and getting a haircut?
(Short Answer)
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A grocery store can serve an average of 360 customers per hour. The service times are exponentially distributed. The store has 4 checkout lines each of which serves 90 customers per hour. Customers arrive at the store at a Poisson rate of 240 customers per hour. The following queuing analysis spreadsheet was developed from this information.
-Refer to Exhibit 13.4. Based on this report what is the average total time spent in line and being checked out?
(Short Answer)
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The number of arrivals to a store follows a Poisson distribution with mean = 10/hour. What is the mean inter-arrival time?
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