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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MDPI AG
2021
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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) |
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finite buffer multiple vacation policy potential method queue size transient state Science Q Astrophysics QB460-466 Physics QC1-999 |
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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 |
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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 |
_version_ |
1718412298859577344 |