Research Article
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Year 2025, Volume: 15 Issue: 9, 2269 - 2283, 01.09.2025

Abstract

References

  • Madan, K. C., (2000), An M/G/1 queue with second optional service, Queueing Syst., 4(1), pp. 37-46.
  • Jain, M. and Chauhan, D., (2012), Working vacation queue with second optional service and unreliable server, Int. J. Eng., 25(3), pp. 223-230.
  • Vijaya Laxmi, P., Bhavani, E. G. and Kumar, R., (2020), Correlated reneging in an optional service Markovian queue with working vacations, Reliability: Theory & Applications, 15(4), pp. 102-116.
  • Vijaya Laxmi, P., Qrewi, H. A. and George, A. A., (2022), Analysis of Markovian batch service queue with feedback and second optional service, Reliability: Theory & Applications, 17(2(68)), pp. 507-518.
  • Vijaya Laxmi, P., Bhavani, E. G. and Jyothsna, K., (2022), Analysis of Markovian queueing system with second optional service operating under the triadic policy, OPSEARCH, 60(1), pp. 256-275.
  • Ke, J. C., Chang, C. J. and Chang, F. M., (2010), Controlling arrivals for a Markovian queueing system with a second optional service, Int. J. Ind. Eng., 17(1), pp. 48-57.
  • Rozi, A. and Gupur, G., (2013), Another eigenvalue of the M/M/1 queueing model with optional second service, J. Pseudo-Dif. Oper. Appl., 4, pp. 413-441.
  • Gray, W. J., Wang, P. P. and Scott, M., (2000), A vacation queueing model with service breakdowns, Appl. Math. Model., 24(5-6), pp. 391-400.
  • Tarabia, A. M., (2011), Transient and steady state analysis of an M/M/1 queue with balking, catastrophes, server failures and repairs, J. Ind. Manage. Optim., 7, pp. 811-823.
  • Seenivasan, M., Manikandan, H. and Epciya, J. S., (2022), M/M/1 Queue with server breakdown, single working vacation, state reliant customers and feedback, In 2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies, pp. 1-5.
  • Rao, S. H., Kumar, V. V., Kumar, B. S. and Rao, T. S., (2021), Analysis of two-phase queueing system with impatient customers, server breakdowns and delayed repair, Int. J. Pure Appl. Math., 115(4), pp. 651-663.
  • Chakravarthy, S. R. and Kulshrestha, R., (2020), A queueing model with server breakdowns, repairs, vacations, and backup server, Oper. Res. Perspect, 7, pp. 100131.
  • Braglia, M., (1993), M/M/1 queuing model with ordinary maintenance and breakdowns, RAIRO Oper. Res., 27(1), pp. 1-21.
  • Gupta, P. and Kumar, N., (2021), Performance analysis of retrial queueing model with working vacation, interruption, waiting server, breakdown and repair, J. Sci. Res., 13(3), pp. 833-844.
  • Saritha, Y., Devi, V. R. and Chandan, K., (2020), M/M/1 queue with breakdowns, two varieties of repair facilities, timeout and vacation, J. Mech. Cont. & Math. Sci., 7, pp. 215-224.
  • Khalaf, R. F., Madan, K. C. and Lukas, C. A., (2011), On a batch arrival queuing system equipped with a stand by server during vacation periods or the repairs times of the main server, J. Probab. Stat., 22(1).
  • Ayyappan, G. and Karpagam, S., (2019), Analysis of a bulk queue with unreliable server, immediate feedback, N-policy, Bernoulli schedule multiple vacation and stand by server, Ain Shams Engineering Journal, 10(4), pp. 873-880.
  • Ayyappan, G. and Karpagam, S., (2020), Analysis of a bulk service queue with unreliable server, multiple vacation, overloading and stand-by server, Int. J. Math. Oper. Res., 16(3), pp. 291-315.
  • Vijaya Laxmi, P. and Bhavani, E. G., (2021), A repairable second optional service queueing system with warm and cold standbys, International Journal of Reliability and Safety, 15(1-2), pp. 104-122.
  • El-Rayes, A., Kwiatkowska, M. and Norman, G., (1999), Solving infinite stochastic process algebra models through matrix geometric methods, School of Computer Science Research Reports-University of Birmingham CSR.
  • Lakshmi, K. and Ramanath, K., (2014), A matrix geometric approach to the M/M/1 two-phase multi optional retrial queue with Bernoulli feedback, impatient customers and a server subject to breakdown and repair, Opsearch, 51, pp. 36-49.
  • Joshi, P. K., Gupta, S. and Rajeshwari, K., (2021), Matrix geometric method for the analysis of M/M/1 model under repair, Adv. Appl. Math. Sci., Volume 20, Issue 7.
  • Shah, W., Shah, S. A. A., Soomro, S., Khan, F. Z. and Menghwar, G. D., (2009), Performance evaluation of multisatge service system using matrix geometric method, In 2009 Fourth International Conference on Systems and Networks Communications, pp. 265-269.
  • Neuts, M. F., (1981), Matrix geometric solutions in stochastic models, volume 2 of Johns Hopkins Series in the Mathematical Sciences.

ANALYSIS OF SECOND OPTIONAL SERVICE SYSTEM WITH A COLD STANDBY SERVER THAT IS RELIANT ON THE SYSTEM SIZE

Year 2025, Volume: 15 Issue: 9, 2269 - 2283, 01.09.2025

Abstract

In this article, we examine a second optional service queueing system using two types of servers, viz. the main operating server and a reliable standby server. All arriving customers receive the first essential service (FES), and only a few may thereafter request a second optional service (SOS) with some probability. During FES and SOS services, the primary operational server may break down. The server is promptly sent for repair if a break down arises and the standby server will be replaced only if the system size is q (≥ 1); otherwise, customers would queue up while the main server is being repaired and resumes the service. We also derive the necessary and sufficient condition for the system to be stable. The model’s steady state solution is discovered using the matrix geometric approach. Further, multiple system performance measures are obtained and a cost optimization problem is taken into consideration. Graphs are used to display the numerical outcomes.

References

  • Madan, K. C., (2000), An M/G/1 queue with second optional service, Queueing Syst., 4(1), pp. 37-46.
  • Jain, M. and Chauhan, D., (2012), Working vacation queue with second optional service and unreliable server, Int. J. Eng., 25(3), pp. 223-230.
  • Vijaya Laxmi, P., Bhavani, E. G. and Kumar, R., (2020), Correlated reneging in an optional service Markovian queue with working vacations, Reliability: Theory & Applications, 15(4), pp. 102-116.
  • Vijaya Laxmi, P., Qrewi, H. A. and George, A. A., (2022), Analysis of Markovian batch service queue with feedback and second optional service, Reliability: Theory & Applications, 17(2(68)), pp. 507-518.
  • Vijaya Laxmi, P., Bhavani, E. G. and Jyothsna, K., (2022), Analysis of Markovian queueing system with second optional service operating under the triadic policy, OPSEARCH, 60(1), pp. 256-275.
  • Ke, J. C., Chang, C. J. and Chang, F. M., (2010), Controlling arrivals for a Markovian queueing system with a second optional service, Int. J. Ind. Eng., 17(1), pp. 48-57.
  • Rozi, A. and Gupur, G., (2013), Another eigenvalue of the M/M/1 queueing model with optional second service, J. Pseudo-Dif. Oper. Appl., 4, pp. 413-441.
  • Gray, W. J., Wang, P. P. and Scott, M., (2000), A vacation queueing model with service breakdowns, Appl. Math. Model., 24(5-6), pp. 391-400.
  • Tarabia, A. M., (2011), Transient and steady state analysis of an M/M/1 queue with balking, catastrophes, server failures and repairs, J. Ind. Manage. Optim., 7, pp. 811-823.
  • Seenivasan, M., Manikandan, H. and Epciya, J. S., (2022), M/M/1 Queue with server breakdown, single working vacation, state reliant customers and feedback, In 2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies, pp. 1-5.
  • Rao, S. H., Kumar, V. V., Kumar, B. S. and Rao, T. S., (2021), Analysis of two-phase queueing system with impatient customers, server breakdowns and delayed repair, Int. J. Pure Appl. Math., 115(4), pp. 651-663.
  • Chakravarthy, S. R. and Kulshrestha, R., (2020), A queueing model with server breakdowns, repairs, vacations, and backup server, Oper. Res. Perspect, 7, pp. 100131.
  • Braglia, M., (1993), M/M/1 queuing model with ordinary maintenance and breakdowns, RAIRO Oper. Res., 27(1), pp. 1-21.
  • Gupta, P. and Kumar, N., (2021), Performance analysis of retrial queueing model with working vacation, interruption, waiting server, breakdown and repair, J. Sci. Res., 13(3), pp. 833-844.
  • Saritha, Y., Devi, V. R. and Chandan, K., (2020), M/M/1 queue with breakdowns, two varieties of repair facilities, timeout and vacation, J. Mech. Cont. & Math. Sci., 7, pp. 215-224.
  • Khalaf, R. F., Madan, K. C. and Lukas, C. A., (2011), On a batch arrival queuing system equipped with a stand by server during vacation periods or the repairs times of the main server, J. Probab. Stat., 22(1).
  • Ayyappan, G. and Karpagam, S., (2019), Analysis of a bulk queue with unreliable server, immediate feedback, N-policy, Bernoulli schedule multiple vacation and stand by server, Ain Shams Engineering Journal, 10(4), pp. 873-880.
  • Ayyappan, G. and Karpagam, S., (2020), Analysis of a bulk service queue with unreliable server, multiple vacation, overloading and stand-by server, Int. J. Math. Oper. Res., 16(3), pp. 291-315.
  • Vijaya Laxmi, P. and Bhavani, E. G., (2021), A repairable second optional service queueing system with warm and cold standbys, International Journal of Reliability and Safety, 15(1-2), pp. 104-122.
  • El-Rayes, A., Kwiatkowska, M. and Norman, G., (1999), Solving infinite stochastic process algebra models through matrix geometric methods, School of Computer Science Research Reports-University of Birmingham CSR.
  • Lakshmi, K. and Ramanath, K., (2014), A matrix geometric approach to the M/M/1 two-phase multi optional retrial queue with Bernoulli feedback, impatient customers and a server subject to breakdown and repair, Opsearch, 51, pp. 36-49.
  • Joshi, P. K., Gupta, S. and Rajeshwari, K., (2021), Matrix geometric method for the analysis of M/M/1 model under repair, Adv. Appl. Math. Sci., Volume 20, Issue 7.
  • Shah, W., Shah, S. A. A., Soomro, S., Khan, F. Z. and Menghwar, G. D., (2009), Performance evaluation of multisatge service system using matrix geometric method, In 2009 Fourth International Conference on Systems and Networks Communications, pp. 265-269.
  • Neuts, M. F., (1981), Matrix geometric solutions in stochastic models, volume 2 of Johns Hopkins Series in the Mathematical Sciences.
There are 24 citations in total.

Details

Primary Language English
Subjects Probability Theory, Operations Research İn Mathematics
Journal Section Research Articles
Authors

Pikkala Vijaya Laxmi This is me 0000-0002-8721-5148

Gilaka Anjalidevi This is me 0009-0005-1475-7105

Publication Date September 1, 2025
Submission Date July 26, 2024
Acceptance Date October 21, 2024
Published in Issue Year 2025 Volume: 15 Issue: 9

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