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Performance analysis and optimal control for queueing system with a reserve unreliable server pool

Publikation: Beitrag in Buch/Bericht/KonferenzbandKonferenzbeitragBegutachtung

Abstract

In this paper a Markovian queueing system supplied with main and reserve unreliable service facility which we refer to as pools is introduced. Usage of the reserve pool is controlled by a hysteretic policy that depends on upper and lower threshold levels of queue length to increase and decrease the total service rate. The system is analysed as a process of type quasi-birth-and-death (QBD), and expressions for the stationary state probabilities are derived. For the cost structure we evaluate the long-run average cost per unit of time and determine the optimal hysteretic policy by implementing genetic algorithm. The sensitivity analysis to study the effect of system parameters and threshold levels on the average cost is provided by a number of numerical examples.
OriginalspracheEnglisch
TitelInformation Technologies and Mathematical Modelling. Queueing Theory and Applications
Herausgeber*innenAlexander Dudin, Anatoly Nazarov, Alexander Moiseev
VerlagSpringer
Seiten109-120
Seitenumfang12
Band1109
ISBN (Print)9783030333874
DOIs
PublikationsstatusVeröffentlicht - 2019

Publikationsreihe

NameCommunications in Computer and Information Science
Band1109
ISSN (Print)1865-0929
ISSN (elektronisch)1865-0937

Wissenschaftszweige

  • 101 Mathematik
  • 101014 Numerische Mathematik
  • 101018 Statistik
  • 101019 Stochastik
  • 101024 Wahrscheinlichkeitstheorie

JKU-Schwerpunkte

  • Digital Transformation

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