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Bayesian auction game theory-based DBA for XG symmetrical PON
The next-generation passive optical networks (NG-PONs) (i.e., 50G-PON and Time-division-multiplexing/Wavelength-division-multiplexing, TWDM-PON) offer very high bandwidth with improved quality of service. In these PONs, the role of efficient Dynamic bandwidth allocation (DBA) becomes even more impor...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9051795/ https://www.ncbi.nlm.nih.gov/pubmed/35505792 http://dx.doi.org/10.1007/s11082-022-03721-9 |
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author | Hussain Mohammadani, Khalid Butt, Rizwan Aslam Memon, Kamran Ali Faizullah, Safiullah Saifullah Ishfaq, Muhammad |
author_facet | Hussain Mohammadani, Khalid Butt, Rizwan Aslam Memon, Kamran Ali Faizullah, Safiullah Saifullah Ishfaq, Muhammad |
author_sort | Hussain Mohammadani, Khalid |
collection | PubMed |
description | The next-generation passive optical networks (NG-PONs) (i.e., 50G-PON and Time-division-multiplexing/Wavelength-division-multiplexing, TWDM-PON) offer very high bandwidth with improved quality of service. In these PONs, the role of efficient Dynamic bandwidth allocation (DBA) becomes even more important in reducing the upstream delays, bandwidth waste and reducing the upstream delays and delay variance. These qualities of service metrics lead to improved Quality of Experience (QoE) for the end-users in addition to increased revenue for the service providers. This study introduces the game theory concept in the bandwidth distribution process in PON. Specifically, the Bayesian auction game theory (BAGT) process is used in the DBA process to address the unfair and inefficient distribution of upstream bandwidth to the optical network units (ONUs) in XG symmetrical PON(XGs-PON). The proposed BAGT scheme allocates the excess bandwidth to the entire ONUs in proportion to their demands reported via the bidding process. To validate the performance of the BAGT scheme, we also compare it with other existing DBA schemes namely; proportional allocation schemes (PAS), improved bandwidth utilization (IBU), and optimized round-robin (ORR) methods. The simulation results show that the proposed scheme results in higher system throughput and lower upstream delays than the other schemes. BAGT DBA also improves the bandwidth utilization by up to 38% to 50% compared to IBU, ORR, and PAS schemes and exhibits the minimum frame loss ratio. |
format | Online Article Text |
id | pubmed-9051795 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-90517952022-04-29 Bayesian auction game theory-based DBA for XG symmetrical PON Hussain Mohammadani, Khalid Butt, Rizwan Aslam Memon, Kamran Ali Faizullah, Safiullah Saifullah Ishfaq, Muhammad Opt Quantum Electron Article The next-generation passive optical networks (NG-PONs) (i.e., 50G-PON and Time-division-multiplexing/Wavelength-division-multiplexing, TWDM-PON) offer very high bandwidth with improved quality of service. In these PONs, the role of efficient Dynamic bandwidth allocation (DBA) becomes even more important in reducing the upstream delays, bandwidth waste and reducing the upstream delays and delay variance. These qualities of service metrics lead to improved Quality of Experience (QoE) for the end-users in addition to increased revenue for the service providers. This study introduces the game theory concept in the bandwidth distribution process in PON. Specifically, the Bayesian auction game theory (BAGT) process is used in the DBA process to address the unfair and inefficient distribution of upstream bandwidth to the optical network units (ONUs) in XG symmetrical PON(XGs-PON). The proposed BAGT scheme allocates the excess bandwidth to the entire ONUs in proportion to their demands reported via the bidding process. To validate the performance of the BAGT scheme, we also compare it with other existing DBA schemes namely; proportional allocation schemes (PAS), improved bandwidth utilization (IBU), and optimized round-robin (ORR) methods. The simulation results show that the proposed scheme results in higher system throughput and lower upstream delays than the other schemes. BAGT DBA also improves the bandwidth utilization by up to 38% to 50% compared to IBU, ORR, and PAS schemes and exhibits the minimum frame loss ratio. Springer US 2022-04-29 2022 /pmc/articles/PMC9051795/ /pubmed/35505792 http://dx.doi.org/10.1007/s11082-022-03721-9 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Hussain Mohammadani, Khalid Butt, Rizwan Aslam Memon, Kamran Ali Faizullah, Safiullah Saifullah Ishfaq, Muhammad Bayesian auction game theory-based DBA for XG symmetrical PON |
title | Bayesian auction game theory-based DBA for XG symmetrical PON |
title_full | Bayesian auction game theory-based DBA for XG symmetrical PON |
title_fullStr | Bayesian auction game theory-based DBA for XG symmetrical PON |
title_full_unstemmed | Bayesian auction game theory-based DBA for XG symmetrical PON |
title_short | Bayesian auction game theory-based DBA for XG symmetrical PON |
title_sort | bayesian auction game theory-based dba for xg symmetrical pon |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9051795/ https://www.ncbi.nlm.nih.gov/pubmed/35505792 http://dx.doi.org/10.1007/s11082-022-03721-9 |
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