Research Article

Shannonian Maximum Entropy Balking Threshold Mechanism (BTM) for a Stable M/G/1 Queue with Significant Applications of M/G/1 Queue Theory to Augmented Reality (AR)

Volume: 12 Number: 2 August 30, 2024
EN

Shannonian Maximum Entropy Balking Threshold Mechanism (BTM) for a Stable M/G/1 Queue with Significant Applications of M/G/1 Queue Theory to Augmented Reality (AR)

Abstract

An exposition is undertaken to analytically derive validate the Shannonian Maximum Entropy BTM for the underlying stable queue. Most importantly, the analytic derivation of the upper and lower bounds 0f the absolute difference between Shannonian Cumulative service time distribution functions (CDFs) with and without balking. Typical numerical experiments are provided. Additionally, some applications of M/G/1 queue theory to AR are given. Some challenging open problems are addressed combined with closing remarks and future research directions.

Keywords

References

  1. [1] I.A.Mageed, et al, “M/G/1 queue with Balking Shannonian Maximum Entropy Closed Form Expression with Some Potential Queueing Applications to Energy”, 2022 Global Energy Conference (GEC). IEEE, 2022.
  2. [2] E.T.Jaynes, “Information Theory and Statistical Mechanics”, Physical Review, 106, 1957, 620 - 630.
  3. [3] E.T.Jaynes, E.T., “Where do we Stand on Maximum Entropy?”, in Proc. The Maximum Entropy Formalism Conference, M.I.T., USA, 1978.
  4. [4]S.-C.Fang,et al, “Entropy optimization and mathematical programming,1997, Kluwer Academic Publishers, Boston.
  5. [5] J.Shore, and R. Johnson, “Axiomatic derivation of the principle of maximum entropy and the principle of minimum cross-entropy”, IEEE Transactions onInformation Theory,1980, 26, 26-37.
  6. [6] J.Shore, “Information theoretic approximations for M/G/1 and G/G/1 queuing systems”,1982, Acta Informatica, 17, 43.
  7. [7] J.Cantor,et al, “Information theoretic analysis for a general queueing system at equilibrium with application to queues in tandem”, Acta Informatica,1986, 23 ,657-678.
  8. [8] F.A.Haight, “Queueing with Balking”, Biometrika, 1957,44 (1957) 360-369.

Details

Primary Language

English

Subjects

Computer Software

Journal Section

Research Article

Early Pub Date

October 17, 2024

Publication Date

August 30, 2024

Submission Date

May 24, 2023

Acceptance Date

August 8, 2024

Published in Issue

Year 2024 Volume: 12 Number: 2

APA
A Mageed, I. (2024). Shannonian Maximum Entropy Balking Threshold Mechanism (BTM) for a Stable M/G/1 Queue with Significant Applications of M/G/1 Queue Theory to Augmented Reality (AR). Balkan Journal of Electrical and Computer Engineering, 12(2), 137-143. https://doi.org/10.17694/bajece.1302056
AMA
1.A Mageed I. Shannonian Maximum Entropy Balking Threshold Mechanism (BTM) for a Stable M/G/1 Queue with Significant Applications of M/G/1 Queue Theory to Augmented Reality (AR). Balkan Journal of Electrical and Computer Engineering. 2024;12(2):137-143. doi:10.17694/bajece.1302056
Chicago
A Mageed, Ismail. 2024. “Shannonian Maximum Entropy Balking Threshold Mechanism (BTM) for a Stable M G 1 Queue With Significant Applications of M G 1 Queue Theory to Augmented Reality (AR)”. Balkan Journal of Electrical and Computer Engineering 12 (2): 137-43. https://doi.org/10.17694/bajece.1302056.
EndNote
A Mageed I (August 1, 2024) Shannonian Maximum Entropy Balking Threshold Mechanism (BTM) for a Stable M/G/1 Queue with Significant Applications of M/G/1 Queue Theory to Augmented Reality (AR). Balkan Journal of Electrical and Computer Engineering 12 2 137–143.
IEEE
[1]I. A Mageed, “Shannonian Maximum Entropy Balking Threshold Mechanism (BTM) for a Stable M/G/1 Queue with Significant Applications of M/G/1 Queue Theory to Augmented Reality (AR)”, Balkan Journal of Electrical and Computer Engineering, vol. 12, no. 2, pp. 137–143, Aug. 2024, doi: 10.17694/bajece.1302056.
ISNAD
A Mageed, Ismail. “Shannonian Maximum Entropy Balking Threshold Mechanism (BTM) for a Stable M G 1 Queue With Significant Applications of M G 1 Queue Theory to Augmented Reality (AR)”. Balkan Journal of Electrical and Computer Engineering 12/2 (August 1, 2024): 137-143. https://doi.org/10.17694/bajece.1302056.
JAMA
1.A Mageed I. Shannonian Maximum Entropy Balking Threshold Mechanism (BTM) for a Stable M/G/1 Queue with Significant Applications of M/G/1 Queue Theory to Augmented Reality (AR). Balkan Journal of Electrical and Computer Engineering. 2024;12:137–143.
MLA
A Mageed, Ismail. “Shannonian Maximum Entropy Balking Threshold Mechanism (BTM) for a Stable M G 1 Queue With Significant Applications of M G 1 Queue Theory to Augmented Reality (AR)”. Balkan Journal of Electrical and Computer Engineering, vol. 12, no. 2, Aug. 2024, pp. 137-43, doi:10.17694/bajece.1302056.
Vancouver
1.Ismail A Mageed. Shannonian Maximum Entropy Balking Threshold Mechanism (BTM) for a Stable M/G/1 Queue with Significant Applications of M/G/1 Queue Theory to Augmented Reality (AR). Balkan Journal of Electrical and Computer Engineering. 2024 Aug. 1;12(2):137-43. doi:10.17694/bajece.1302056

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