Non-Extensive Kaniadakisian Maximum Entropy Formalisms of Stable Heavy-Tailed M/G/1 Queueing System

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Titel: Non-Extensive Kaniadakisian Maximum Entropy Formalisms of Stable Heavy-Tailed M/G/1 Queueing System
Autoren: Mageed, Ismail A, orcid:0000-0002-3691-
Verlagsinformationen: Zenodo
Publikationsjahr: 2025
Bestand: Zenodo
Schlagwörter: Queueing Theory, Information Theory, Statistical physics, Stable M/G/1 queue, embedded Markov chain (EMC), server utilization (SU), generalized entropy functionals, probability density function(PDF)
Beschreibung: Focussing on an inductive application of Kaniadakisian formalism on the analysis of a stable M/G/1 queue, novel state probability and , are explicitly determined, subject to normalisation, server utilisation(SU) and Pollaczeck-Khinchin (P-K) mean queue length (MQL) constraints. Typical numerical experiments illustrate the impact of Kaniadakisian EME state probability, with ‘long-range interactions’ of order, (0 < <0.5) on the stable M/GE/1 queue with heavy tails. Moreover, new links are uncovered between and the corresponding Rényian and Tsallisian formalisms, and . Numerical experiments are illustrated to show the great information theoretic extensive parameter (0 < <0.5) on the overall performance of the newly devised formalism. Conclusion combined with the next research phase are provided.
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Relation: https://zenodo.org/records/16585887; oai:zenodo.org:16585887; https://doi.org/10.5281/zenodo.16585887
DOI: 10.5281/zenodo.16585887
Verfügbarkeit: https://doi.org/10.5281/zenodo.16585887
https://zenodo.org/records/16585887
Rights: Creative Commons Attribution 4.0 International ; cc-by-4.0 ; https://creativecommons.org/licenses/by/4.0/legalcode
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  Data: Non-Extensive Kaniadakisian Maximum Entropy Formalisms of Stable Heavy-Tailed M/G/1 Queueing System
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  Data: &lt;searchLink fieldCode=&quot;AR&quot; term=&quot;%22Mageed%2C+Ismail+A%22&quot;&gt;Mageed, Ismail A&lt;/searchLink&gt;&lt;br /&gt;&lt;searchLink fieldCode=&quot;AR&quot; term=&quot;%22orcid%3A0000-0002-3691-%22&quot;&gt;orcid:0000-0002-3691-&lt;/searchLink&gt;
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  Data: Zenodo
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  Data: 2025
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  Data: &lt;searchLink fieldCode=&quot;DE&quot; term=&quot;%22Queueing+Theory%22&quot;&gt;Queueing Theory&lt;/searchLink&gt;&lt;br /&gt;&lt;searchLink fieldCode=&quot;DE&quot; term=&quot;%22Information+Theory%22&quot;&gt;Information Theory&lt;/searchLink&gt;&lt;br /&gt;&lt;searchLink fieldCode=&quot;DE&quot; term=&quot;%22Statistical+physics%22&quot;&gt;Statistical physics&lt;/searchLink&gt;&lt;br /&gt;&lt;searchLink fieldCode=&quot;DE&quot; term=&quot;%22Stable+M%2FG%2F1+queue%22&quot;&gt;Stable M/G/1 queue&lt;/searchLink&gt;&lt;br /&gt;&lt;searchLink fieldCode=&quot;DE&quot; term=&quot;%22embedded+Markov+chain+%28EMC%29%22&quot;&gt;embedded Markov chain (EMC)&lt;/searchLink&gt;&lt;br /&gt;&lt;searchLink fieldCode=&quot;DE&quot; term=&quot;%22server+utilization+%28SU%29%22&quot;&gt;server utilization (SU)&lt;/searchLink&gt;&lt;br /&gt;&lt;searchLink fieldCode=&quot;DE&quot; term=&quot;%22generalized+entropy+functionals%22&quot;&gt;generalized entropy functionals&lt;/searchLink&gt;&lt;br /&gt;&lt;searchLink fieldCode=&quot;DE&quot; term=&quot;%22probability+density+function%28PDF%29%22&quot;&gt;probability density function(PDF)&lt;/searchLink&gt;
– Name: Abstract
  Label: Description
  Group: Ab
  Data: Focussing on an inductive application of Kaniadakisian formalism on the analysis of a stable M/G/1 queue, novel state probability and , are explicitly determined, subject to normalisation, server utilisation(SU) and Pollaczeck-Khinchin (P-K) mean queue length (MQL) constraints. Typical numerical experiments illustrate the impact of Kaniadakisian EME state probability, with ‘long-range interactions’ of order, (0 &lt; &lt;0.5) on the stable M/GE/1 queue with heavy tails. Moreover, new links are uncovered between and the corresponding R&#233;nyian and Tsallisian formalisms, and . Numerical experiments are illustrated to show the great information theoretic extensive parameter (0 &lt; &lt;0.5) on the overall performance of the newly devised formalism. Conclusion combined with the next research phase are provided.
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  Data: https://zenodo.org/records/16585887; oai:zenodo.org:16585887; https://doi.org/10.5281/zenodo.16585887
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  Data: Creative Commons Attribution 4.0 International ; cc-by-4.0 ; https://creativecommons.org/licenses/by/4.0/legalcode
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        Value: 10.5281/zenodo.16585887
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    Subjects:
      – SubjectFull: Queueing Theory
        Type: general
      – SubjectFull: Information Theory
        Type: general
      – SubjectFull: Statistical physics
        Type: general
      – SubjectFull: Stable M/G/1 queue
        Type: general
      – SubjectFull: embedded Markov chain (EMC)
        Type: general
      – SubjectFull: server utilization (SU)
        Type: general
      – SubjectFull: generalized entropy functionals
        Type: general
      – SubjectFull: probability density function(PDF)
        Type: general
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      – TitleFull: Non-Extensive Kaniadakisian Maximum Entropy Formalisms of Stable Heavy-Tailed M/G/1 Queueing System
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            NameFull: Mageed, Ismail A
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            NameFull: orcid:0000-0002-3691-
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              Y: 2025
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