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基于贝叶斯拍卖博弈理论的XG对称无源光网络动态带宽分配

Bayesian auction game theory-based DBA for XG symmetrical PON.

作者信息

Hussain Mohammadani Khalid, Butt Rizwan Aslam, Memon Kamran Ali, Faizullah Safiullah, Ishfaq Muhammad

机构信息

State Key Laboratory of Information Photonics and Optical Communications, School of Electronic Engineering, Beijing University of Posts and Telecommunications, Beijing, 100876 China.

Department of Telecommunications Engineering, NED University of Engineering, Karachi, Pakistan.

出版信息

Opt Quantum Electron. 2022;54(5):316. doi: 10.1007/s11082-022-03721-9. Epub 2022 Apr 29.

Abstract

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.

摘要

下一代无源光网络(NG-PONs)(即50G-PON和时分复用/波分复用,TWDM-PON)提供了非常高的带宽,并改善了服务质量。在这些无源光网络中,高效的动态带宽分配(DBA)在减少上行延迟、带宽浪费以及降低上行延迟和延迟方差方面的作用变得更加重要。这些服务质量指标除了能为服务提供商增加收入外,还能提升终端用户的体验质量(QoE)。本研究在无源光网络的带宽分配过程中引入了博弈论概念。具体而言,贝叶斯拍卖博弈论(BAGT)过程用于动态带宽分配过程,以解决在XG对称无源光网络(XGs-PON)中向上行光网络单元(ONU)不公平且低效地分配上行带宽的问题。所提出的BAGT方案根据通过投标过程报告的需求,按比例将多余带宽分配给所有ONU。为了验证BAGT方案的性能,我们还将其与其他现有动态带宽分配方案进行比较,即比例分配方案(PAS)、改进带宽利用率(IBU)和优化循环(ORR)方法。仿真结果表明,与其他方案相比,所提出的方案能实现更高的系统吞吐量和更低的上行延迟。与IBU、ORR和PAS方案相比,BAGT动态带宽分配还能将带宽利用率提高38%至50%,并呈现出最小的帧丢失率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af8b/9051795/201dd0e2e453/11082_2022_3721_Fig1_HTML.jpg

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