Fair bandwidth allocation algorithm for PONS based on network utility maximization

N. Merayo, P. Pavón-Mariño, J. Aguado, R. Durán, F. Burrull, V. Bueno-Delgado
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引用次数: 28

Abstract

Network utility maximization (NUM) models have been successfully applied to address multiple resource- allocation problems in communication networks. This paper explores, for the first time to our knowledge, their application to modeling the bandwidth-allocation problem in passive optical networks (PONs) and long-reach PONs. Using the NUM model, we propose the FEx-DBA (fair excess-dynamic bandwidth allocation) algorithm, a new DBA scheme to allow a fair and efficient allocation of the upstream channel capacity. The NUM framework provides the mathematical support to formally define the fairness concept in the resource allocation and the guidelines to devise FEx-DBA. A simulation study is conducted, whereby FEx-DBA is compared to a state-of-the-art proposal. We show that FEx-DBA (i) provides bandwidth guarantees to the users according to the service level agreement (SLA) contracted and fairly distributes the excess bandwidths among them; (ii) has a stable response and fast convergence when traffic or SLAs change, avoiding the oscillations appearing in other proposals; (iii) improves average delay and jitter measures; and (iv) only depends on a reduced set of parameters, which can be easily tuned.
基于网络效用最大化的PONS公平带宽分配算法
网络效用最大化模型已成功地应用于解决通信网络中的多种资源分配问题。本文首次探讨了它们在无源光网络(PONs)和长程PONs中带宽分配问题建模中的应用。利用NUM模型,我们提出了FEx-DBA(公平超额动态带宽分配)算法,这是一种新的DBA方案,可以公平有效地分配上游信道容量。NUM框架为正式定义资源分配中的公平概念提供了数学支持,并为设计fedex - dba提供了指导方针。进行了模拟研究,将fedex - dba与最先进的提案进行比较。结果表明:fedex - dba(1)根据签订的服务水平协议(SLA)向用户提供带宽保证,并在用户之间公平分配多余的带宽;(ii)在通讯流量或服务等级协议发生改变时,反应稳定,并能迅速收敛,避免出现其他建议的波动;(iii)改善平均延迟和抖动措施;并且(iv)只依赖于一组简化的参数,这些参数可以很容易地进行调整。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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