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A SDN-Based Dynamic Traffic Scheduling Algorithm

机译:基于SDN的动态交通调度算法

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摘要

Software Defined Networking (SDN) is a new networking paradigm that separates the network control plane from the packet forwarding plane. It provides the applications with an abstracted and centralized view of the distributed network state. This paper utilizes SDN for congestion awareness and traffic scheduling for the switch congestion control. For such a purpose, a traffic assignment optimization model is proposed that is based on the link utilization ratio sample variance. We specifically develop chaos genetic algorithm for solving this NP-hard problem. For algorithm verification, we use mininet, floodlight and iperf to simulate the SDN network with analysis. The simulation results show that our algorithm is able to make the link arrangement utilization more balanced and reasonable.
机译:软件定义网络(SDN)是一种新的网络范例,它将网络控制平面与数据包转发平面分开。它为应用程序提供了分布式网络状态的抽象集中视图。本文利用SDN对交换机的拥塞控制进行拥塞感知和流量调度。为此,提出了一种基于链路利用率比率样本方差的流量分配优化模型。我们专门开发了混沌遗传算法来解决这个NP难题。对于算法验证,我们使用mininet,f​​loodlight和iperf通过分析来模拟SDN网络。仿真结果表明,该算法能够使链路的配置利用率更加均衡合理。

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