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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...

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Detalles Bibliográficos
Autores principales: Hussain Mohammadani, Khalid, Butt, Rizwan Aslam, Memon, Kamran Ali, Faizullah, Safiullah, Saifullah, Ishfaq, Muhammad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
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.
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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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