Study on Transient Queue-Size Distribution in the Finite-Buffer Model with Batch Arrivals and Multiple Vacation Policy

The transient behavior of the finite-buffer queueing model with batch arrivals and generally distributed repeated vacations is analyzed. Such a system has potential applications in modeling the functioning of production systems, computer and telecommunication networks with energy saving mechanism ba...

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Autores principales: Wojciech M. Kempa, Rafał Marjasz
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Lenguaje:EN
Publicado: MDPI AG 2021
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spelling oai:doaj.org-article:96d41b5dc9e146e4af7414336acd577b2021-11-25T17:29:26ZStudy on Transient Queue-Size Distribution in the Finite-Buffer Model with Batch Arrivals and Multiple Vacation Policy10.3390/e231114101099-4300https://doaj.org/article/96d41b5dc9e146e4af7414336acd577b2021-10-01T00:00:00Zhttps://www.mdpi.com/1099-4300/23/11/1410https://doaj.org/toc/1099-4300The transient behavior of the finite-buffer queueing model with batch arrivals and generally distributed repeated vacations is analyzed. Such a system has potential applications in modeling the functioning of production systems, computer and telecommunication networks with energy saving mechanism based on cyclic monitoring the queue state (Internet of Things, wireless sensors networks, etc.). Identifying renewal moments in the evolution of the system and applying continuous total probability law, a system of Volterra-type integral equations for the time-dependent queue-size distribution, conditioned by the initial buffer state, is derived. A compact-form solution for the corresponding system written for Laplace transforms is obtained using an algebraic approach based on Korolyuk’s potential method. An illustrative numerical example presenting the impact of the service rate, arrival rate, initial buffer state and single vacation duration on the queue-size distribution is attached as well.Wojciech M. KempaRafał MarjaszMDPI AGarticlefinite buffermultiple vacation policypotential methodqueue sizetransient stateScienceQAstrophysicsQB460-466PhysicsQC1-999ENEntropy, Vol 23, Iss 1410, p 1410 (2021)
institution DOAJ
collection DOAJ
language EN
topic finite buffer
multiple vacation policy
potential method
queue size
transient state
Science
Q
Astrophysics
QB460-466
Physics
QC1-999
spellingShingle finite buffer
multiple vacation policy
potential method
queue size
transient state
Science
Q
Astrophysics
QB460-466
Physics
QC1-999
Wojciech M. Kempa
Rafał Marjasz
Study on Transient Queue-Size Distribution in the Finite-Buffer Model with Batch Arrivals and Multiple Vacation Policy
description The transient behavior of the finite-buffer queueing model with batch arrivals and generally distributed repeated vacations is analyzed. Such a system has potential applications in modeling the functioning of production systems, computer and telecommunication networks with energy saving mechanism based on cyclic monitoring the queue state (Internet of Things, wireless sensors networks, etc.). Identifying renewal moments in the evolution of the system and applying continuous total probability law, a system of Volterra-type integral equations for the time-dependent queue-size distribution, conditioned by the initial buffer state, is derived. A compact-form solution for the corresponding system written for Laplace transforms is obtained using an algebraic approach based on Korolyuk’s potential method. An illustrative numerical example presenting the impact of the service rate, arrival rate, initial buffer state and single vacation duration on the queue-size distribution is attached as well.
format article
author Wojciech M. Kempa
Rafał Marjasz
author_facet Wojciech M. Kempa
Rafał Marjasz
author_sort Wojciech M. Kempa
title Study on Transient Queue-Size Distribution in the Finite-Buffer Model with Batch Arrivals and Multiple Vacation Policy
title_short Study on Transient Queue-Size Distribution in the Finite-Buffer Model with Batch Arrivals and Multiple Vacation Policy
title_full Study on Transient Queue-Size Distribution in the Finite-Buffer Model with Batch Arrivals and Multiple Vacation Policy
title_fullStr Study on Transient Queue-Size Distribution in the Finite-Buffer Model with Batch Arrivals and Multiple Vacation Policy
title_full_unstemmed Study on Transient Queue-Size Distribution in the Finite-Buffer Model with Batch Arrivals and Multiple Vacation Policy
title_sort study on transient queue-size distribution in the finite-buffer model with batch arrivals and multiple vacation policy
publisher MDPI AG
publishDate 2021
url https://doaj.org/article/96d41b5dc9e146e4af7414336acd577b
work_keys_str_mv AT wojciechmkempa studyontransientqueuesizedistributioninthefinitebuffermodelwithbatcharrivalsandmultiplevacationpolicy
AT rafałmarjasz studyontransientqueuesizedistributioninthefinitebuffermodelwithbatcharrivalsandmultiplevacationpolicy
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