Departures from a Queue with Many Busy Servers
@article{Whitt1984DeparturesFA, title={Departures from a Queue with Many Busy Servers}, author={Ward Whitt}, journal={Math. Oper. Res.}, year={1984}, volume={9}, pages={534-544} }
To analyze networks of queues, it is important to be able to analyze departure processes from single queues. For the M/M/s and M/G/∞ models, the stationary departure process is simple (Poisson), but in general the stationary departure process is quite complicated. As a basis for approximations, this paper shows that the stationary departure process is approximately Poisson when there are many busy slow servers in a large class of stationary G/GI/s congestion models having s servers, infinite…
46 Citations
A Poisson limit for the departure process from a queue with many busy servers
- MathematicsOper. Res. Lett.
- 2016
STABILIZING PERFORMANCE IN NETWORKS OF QUEUES WITH TIME-VARYING ARRIVAL RATES
- MathematicsProbability in the Engineering and Informational Sciences
- 2014
This paper investigates extensions to feed-forward queueing networks of an algorithm to set staffing levels (the number of servers) to stabilize performance % at Quality of Service (QoS) targets in an Mt/GI/st+GI multi-server queue with a time-varying arrival rate to investigate when a departure process can be regarded as approximately an NHPP.
A heavy-traffic analysis of a closed queueing system with a GI/∞ service center
- MathematicsQueueing Syst. Theory Appl.
- 1997
A version of the classical heavy-traffic limit theorem for the G/GI/∞ queue is given which reconciles the limits obtained earlier by Iglehart and Borovkov.
The asymptotic variance of departures in critically loaded queues
- MathematicsAdvances in Applied Probability
- 2011
We consider the asymptotic variance of the departure counting process D(t) of the GI/G/1 queue; D(t) denotes the number of departures up to time t. We focus on the case where the system load ϱ equals…
STABILIZING PERFORMANCE IN NETWORKS OF QUEUES WITH TIME-VARYING ARRIVAL RATES
- Mathematics
- 2014
This paper investigates extensions to feed-forward queueing networks of an algorithm to set staffing levels (the number of servers) to stabilize performance in an Mt/GI/st + GI multiserver queue with…
A Diffusion Approximation for the G/GI/n/m Queue
- MathematicsOper. Res.
- 2004
A diffusion approximation for the queue-length stochastic process in the G/GI/n/m queueing model (having a general arrival process, independent and identically distributed service times with a general distribution,n servers, andm extra waiting spaces) is developed, focusing especially upon the steady-state delay probability.
Stabilizing performance in a single-server queue with time-varying arrival rate
- MathematicsQueueing Syst. Theory Appl.
- 2015
It is shown that the time-varying expected virtual waiting time with the rate-matching service-rate control becomes inversely proportional to the arrival rate in a heavy-traffic limit, and that no control that stabilizes the queue length asymptotically in heavy traffic can also stabilize thevirtual waiting time.
Allocation of Service Time in a Multiserver System
- BusinessManag. Sci.
- 2006
Analytical and numerical comparisons show that this multiserver first-come, first-served (FCFS) queueing model provides better system performance than the standard parallel multiservers model in the sense of reducing the mean delay per customer in heavy traffic systems.
A New View of the Heavy-Traffic Limit Theorem for Infinite-Server Queues
- Mathematics
- 2008
This paper presents a new approach for obtaining heavy-traffic limits for infinite-server queues and open networks of infinite-server queues. The key observation is that infinite-server queues having…
The Queueing Network Analyzer
- Computer ScienceThe Bell System Technical Journal
- 1983
This paper describes the Queueing Network Analyzer (QNA), a software package developed at Bell Laboratories to calculate approximate congestion measures for a network of queues and uses two parameters to characterize the arrival processes and service times.
References
SHOWING 1-10 OF 32 REFERENCES
Heavy-Traffic Limits for Queues with Many Exponential Servers
- MathematicsOper. Res.
- 1981
Two different kinds of heavy-traffic limit theorems have been proved for s -server queues and the resulting approximation is better than the earlier ones for many-server systems operating at typically encountered loads.
The Queueing Network Analyzer
- Computer ScienceThe Bell System Technical Journal
- 1983
This paper describes the Queueing Network Analyzer (QNA), a software package developed at Bell Laboratories to calculate approximate congestion measures for a network of queues and uses two parameters to characterize the arrival processes and service times.
On the heavy-traffic limit theorem for GI/G/∞ queues
- Mathematics
- 1982
A revealing alternate proof is provided for the Iglehart (1965), (1973)–Borovkov (1967) heavy-traffic limit theorem for GI/G/s queues. This kind of heavy traffic is obtained by considering a sequence…
Minimizing Delays in the GI/G/1 Queue
- MathematicsOper. Res.
- 1984
For hyperexponential interarrival-time distributions mixtures of two exponential distributions, the service-time distribution minimizing the average delay maximizes the proportion of customers delayed.
Letter to the Editor---The Output of an M/G/∞ Queuing System is Poisson
- Mathematics
- 1963
Burke [Burke, P. J. 1956. The output of a queuing system. Opns. Res.4 699--704.] has shown that, in steady state, a queuing system with a Poisson input and independent negative exponential service…
Multiple channel queues in heavy traffic. II: sequences, networks, and batches
- MathematicsAdvances in Applied Probability
- 1970
This paper is a sequel to [7], in which heavy traffic limit theorems were proved for various stochastic processes arising in a single queueing facility with r arrival channels and s service channels.…
Queueing Networks: A Survey of Their Random Processes
- Mathematics, Computer Science
- 1985
This paper reviews three topics in queueing network theory: queue length processes, sojourn times, and flow processes, and compares continuous-time processes with embedded processes.
Some distributional approximations in Markovian queueing networks
- MathematicsAdvances in Applied Probability
- 1982
We consider single-class Markovian queueing networks with state-dependent service rates (the immigration processes of Whittle (1968)). The distance of customer flows from Poisson processes is…
Distributional approximations for networks of quasireversible queues
- Mathematics
- 1984
This paper is concerned with establishing Poisson approximations to flows in general queueing networks. Bounds are provided to assess the departure of a given flow from Poisson and these lead to…