대한수학회지 (Journal of the Korean Mathematical Society)
- 제32권2호
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- Pages.211-236
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- 1995
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- 0304-9914(pISSN)
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- 2234-3008(eISSN)
A diffusion approximation for time-dependent queue size distribution for M/G/m/N system
- Park, Bong-Dae (Department of Mathematics Korea Advanced Institute of Science and Technology) ;
- Shin, Yang-Woo (Department of Statistics Changwon National University)
- 발행 : 1995.05.01
초록
The purpose of this paper is to provide a transient diffusion approximation of queue size distribution for M/G/m/N system. The M/G/m/N system can be expressed as follows. The interarrival times of customers are exponential and the service times of customers have general distribution. The system can hold at most a total of N customers (including the customers in service) and any further arriving customers will be refused entry to the system and will depart immediately without service. The queueing system with finite capacity is more practical model than queueing system with infinite capacity. For example, in the design of a computer system one of the important problems is how much capacity is required for a buffer memory. It its capacity is too little, then overflow of customers (jobs) occurs frequently in heavy traffic and the performance of system deteriorates rapidly. On the other hand, if its capacity is too large, then most buffer memories remain unused.