Queueing networks please some experts help me

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SUMMARY

The discussion focuses on Queueing Theory, specifically the evaluation of steady state behavior in queueing networks with finite buffers and a "blocking after service" policy. The user, Gabriele, is investigating D/D/1 queues with deterministic arrival and service rates, emphasizing the impact of bottlenecks where service times exceed inter-arrival times. Gabriele seeks analytical treatments and expressions for calculating effective service times, particularly for merge and splitting queueing nodes. Recommended resources include two specific books available on Amazon for further study.

PREREQUISITES
  • Understanding of Queueing Theory principles
  • Familiarity with D/D/1 queue models
  • Knowledge of bottleneck analysis in queueing systems
  • Experience with steady state behavior evaluation
NEXT STEPS
  • Research analytical methods for evaluating finite buffer queueing networks
  • Study effective service time calculations for merge queueing nodes
  • Explore routing probabilities in splitting stations within queueing networks
  • Read "Queueing Networks: An Approach to the Analysis of Computer Systems" by R. J. Boucherie
USEFUL FOR

Researchers, Ph.D. candidates, and professionals in operations research or systems engineering focusing on queueing theory and performance optimization of networked systems.

Gabriele
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Queueing networks...please some experts help me!

Hello to everyone.

I have a question concerning Queuing Theory and in particular Queueing Networks. For my Ph.D thesis I need to evaluate the steady state behavior of queueing networks featuring finite buffers between nodes and "blocking after service" policy. For simplicity, I'm in the particular case in which the arrival rate and the service rate of each node can be considered "deterministic" (i.e. each node is a D/D/1 queue with finite buffer of K positions).

Now, some queueing nodes can be bottlenecks. A bottleneck in this case means that its service time is greater than its inter-arrival time yields to an utilization factor of the node higher than 1. In this case, due to the bottleneck presence, upstream nodes will be blocked and their effective service times are higher than their corresponding theoretical (ideal) ones.

I need to known where I can find some analytical threatment of such kind of networks. Especially I need to found proper expressions in order to calculate the effective service time of each node of the network, mainly in the case of merge queueing nodes (nodes with multiple in-coming connections with other nodes) and splitting stations (nodes with multiple out-going arcs and a routing probability among them).

Do you know something about this?

Thanks

Gabriele
 
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