Routing algorithm optimization for software defined network WAN

A. Al-Sadi, Ali Al-Sherbaz, J. Xue, Scott J. Turner
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引用次数: 19

Abstract

Software Defined Network (SDN) provides a new fine-grained interface enables the routing algorithm to have an a global view of the network throughputs, connectivity and flows at the data-path. This paper aims to provide a novel approach for dynamic routing algorithm for Software Defined Network in Wide Area Network (SDN-WAN); based on using a modified shortest-widest path algorithm with a fine-grained statistical method from the OpenFlow interface, called Shortest-Feasible OpenFlow Path (SFOP). This algorithm is designed to identify the optimal route from source to destination, providing efficient utilization of the SDN-WAN resources. It achieves this aim by considering both the flow requirements and the current state of the network. SFOP computes the optimal path which provides the feasible bandwidth with the lowest hop count (delay). That will present better stability in SDN communication, QoS, and usage of available resources. Moreover, this algorithm will be the base for an SDN controller because it extracts the widest available bandwidth from source to destination for a single path. It enables the controller to decide whether it is enough to use this simple algorithm only, or if a more complicated algorithm that provides larger bandwidth such as multiple-path algorithms is needed. Finally, a testbed has been implemented using MATLAB Simulator, Pox controller, and Mininet emulator will be discussed. The latency comparison of SFOP algorithm with three other algorithm's latencies shows that this algorithm finds better latency for an optimal path. Evidence will be shown that demonstrates that SFOP has good stability in dynamic changes of SDN-WAN.
软件定义网络广域网路由算法优化
软件定义网络(SDN)提供了一个新的细粒度接口,使路由算法能够对数据路径上的网络吞吐量、连接性和流量有一个全局视图。本文旨在为广域网(SDN-WAN)中软件定义网络的动态路由算法提供一种新的方法;基于改进的最短-最宽路径算法和来自OpenFlow接口的细粒度统计方法,称为最短-可行OpenFlow路径(SFOP)。该算法旨在识别从源到目的的最优路由,从而有效地利用SDN-WAN资源。它通过同时考虑流量需求和网络的当前状态来实现这一目标。SFOP计算提供可行带宽和最低跳数(延迟)的最优路径。这将在SDN通信、QoS和可用资源的使用方面提供更好的稳定性。此外,该算法将成为SDN控制器的基础,因为它为单个路径从源到目的地提取最宽的可用带宽。它使控制器能够决定是否只使用这个简单的算法就足够了,或者是否需要提供更大带宽的更复杂的算法,如多路径算法。最后,利用MATLAB模拟器、Pox控制器和Mininet仿真器实现了一个测试平台。将SFOP算法的时延与其他三种算法的时延进行比较,结果表明该算法能够找到更好的最优路径时延。结果表明,SFOP在SDN-WAN的动态变化中具有良好的稳定性。
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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