DocumentCode :
719864
Title :
On a conservation law and the achievable region for waiting time tail probabilities in 2-class M/G/1 queueing systems
Author :
Gupta, Manu K. ; Hemachandra, N.
Author_Institution :
Ind. Eng. & Oper. Res., IIT Bombay, Mumbai, India
fYear :
2015
fDate :
25-29 May 2015
Firstpage :
131
Lastpage :
138
Abstract :
Conservation laws and the related achievable region for mean waiting times are important concepts in multi-class queues. The nice geometric polytope structure of this region driven by the conservation law is exploited extensively for dynamic control of multi-class queues. Such control problems have wide range of applications in computers, communication networks and manufacturing systems. Tail probability of each class´s waiting time is another important performance measure in any multi-class queue. This paper studies an approximate conservation law, the related achievable region and completeness of the tail probability of waiting time of each class in two class M/G/1 queues. We use completeness of the recently introduced relative priority scheme for mean waiting time vector as well as a suitable partition of the stability region of the queue to show that this approximate achievable region for tail probabilities is enclosed in a trapezium. We also study the tightness of bounds based on this decomposition of the stability region.
Keywords :
approximation theory; optimisation; queueing theory; 2-class M/G/1 queueing system; geometric polytope structure; mean waiting time vector; stability region; time tail probabilities; Approximation methods; Conferences; Linear programming; Mathematical model; Numerical stability; Optimal control; Optimization; Dynamic priority; achievable region; conservation law; multi class queues; non convex optimization; optimal control of queues; tail probability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), 2015 13th International Symposium on
Conference_Location :
Mumbai
Type :
conf
DOI :
10.1109/WIOPT.2015.7151064
Filename :
7151064
Link To Document :
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