K. Futamura, The multiple server effect: Optimal allocation of servers to stations withdifferent service-time distributions in tandem queueing networks, ANN OPER R, 93, 2000, pp. 71-90
Traditionally, studies on tandem queueing networks concentrate on systems w
ith infinite buffers, exponential service times, and/or single servers wher
e solutions are more tractable. Less research can be found on more general,
less tractable systems. We examine multiple-server systems with finite buf
fers and non-exponential service times, studying the effects of coefficient
of variation (cv) of the service-time distribution on the throughput of th
ese systems, where cv differs among stations.
Starting with the single station, we examine the effects of cv and the numb
er of servers at the station on the distribution of interdeparture times. T
his insight helps explain the differences in throughput seen in the single
(fast) server vs. multiple (slow) server problem. These results, in turn, s
hed light on the server allocation problem when cv differs among stations.
We present some observations, as well as the intuition behind them.