Optimal traffic engineering design for bandwidth allocation in communication networks

Jun Wu, Wuyi Yue, Shouyang Wang
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Abstract

In this paper, we present an analysis on op- timization and risk analysis in Communication Networks (CNs) with a penalty function. The model is proposed for offline traffic engineering optimization with bandwidth allocation and performance analysis. First, we introduce a penalty function in the CN optimization model and derive the optimal bandwidth capacity. Then, we analyze the profit shortfall risk in the CN with mean-variance approach for two typical arrival processes of traffic demand, Poisson arrival process and uniform distribution arrival process. Finally, we give numerical results to show the impact of relationship between unit revenue and unit cost and penalty cost and compare the characters of these two arrival processes of traffic demand on the network performance.
通信网络带宽分配的流量优化工程设计
本文讨论了带惩罚函数的通信网络优化和风险分析问题。提出了基于带宽分配和性能分析的离线流量工程优化模型。首先,我们在CN优化模型中引入惩罚函数,并推导出最优带宽容量。然后,对两种典型的交通需求到达过程,即泊松到达过程和均匀分布到达过程,采用均值方差法分析了网络的利润不足风险。最后给出了数值结果,说明了单位收益与单位成本和处罚成本之间的关系对网络性能的影响,并比较了这两种流量需求到达过程的特点。
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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