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Performance analysis of the retrial queueing systems

Projekt: Geförderte ForschungAndere Geldgeber

Projektdetails

Beschreibung

Retrial queues are important stochastic models for many telecommunication systems. In order to construct competitive networks it is necessary to investigate problems related to optimal control of queueing systems. In this paper we analyse a controlled retrial queue with two exponential heterogeneous servers in which the time between two successive repeated attempts is independent of the number of customers applying for the service. The customers upon arrival are queued in the orbit or enters service area according to the control policy. This system is analyzed as controlled quasibirth- and-death (QBD) process. It is showed that the optimal control policy is of threshold and monotone type. We propose the value iteration algorithm for the calculation of optimal threshold levels and perform the steady-state analysis using matrix-geometric approach. The main performance characteristics are calculated for the system under optimal threshold policy (OTP) and compared with the same characteristics for the model under scheduling threshold policy (STP) and other heuristic policies, e.g. the usage of the Fastest Free Server (FFS) or Random Server Selection (RSS).
StatusAbgeschlossen
Tatsächliches Beginn-/Enddatum16.01.200716.01.2008

Wissenschaftszweige

  • 101002 Analysis
  • 101024 Wahrscheinlichkeitstheorie
  • 202027 Mechatronik
  • 107 Andere Naturwissenschaften
  • 211 Andere Technische Wissenschaften
  • 101029 Mathematische Statistik
  • 101015 Operations Research
  • 101026 Zeitreihenanalyse
  • 101 Mathematik
  • 101019 Stochastik
  • 101014 Numerische Mathematik
  • 101018 Statistik

JKU-Schwerpunkte

  • Digital Transformation