Convolution algorithm for normalization constant evaluation in queuing system with random requirements

We suggest a convolution algorithm for calculating the normalization constant for stationary probabilities of a multiserver queuing system with random resource requirements. Our algorithm significantly reduces computing time of the stationary probabilities and system characteristics such as blocking probabilities and average number of occupied resources. The algorithm aims to avoid calculation of k-fold convolutions and reasonably use memory resources. © 2017 Author(s).

Authors
Samouylov K. 1 , Sopin E. 1, 2 , Vikhrova O. 1 , Shorgin S.2
Conference proceedings
Language
English
Status
Published
Number
090004
Volume
1863
Year
2017
Organizations
  • 1 Applied Probability and Informatics Department, RUDN University, Moscow, Russian Federation
  • 2 Institute of Informatics Problems, Federal Research Center Computer Science and Control, Moscow, Russian Federation
Date of creation
19.10.2018
Date of change
19.10.2018
Short link
https://repository.rudn.ru/en/records/article/record/5410/
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