Control Link Load Balancing and Low Delay Route Deployment for Software Defined Networks

IF 13.8 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Pengzhan Wang, Hongli Xu, Liusheng Huang, Jie He, Zeyu Meng
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引用次数: 21

Abstract

Software defined networking (SDN) separates the data plane and control plane on independent devices. Since the data plane, consisting of switches, is responsible for packets forwarding, previous work often considers the different constraints (e.g., data link capacity and flow-table size) only in the data plane to provide better QoS for users. However, due to limited CPU processing power and low speed of flow-table updating on each switch, the control channels/links between switches and the controller often have very limited capacity, which will cause QoS performance (e.g., response time and throughput) degradation when the switch should handle a high traffic load. The goal of our paper is to achieve better QoS by jointly considering the control link constraint and other different constraints of the data plane in SDNs. We formally define the control link load balancing and low delay route deployment problems, and prove the NP-Hardness. We present two algorithms with bounded approximation factors for each problem and implement the proposed methods on our SDN testbed. Extensive simulation results and experimental results show that our algorithms can reduce control link load by about 50% and response time by about 60%, and increase the network throughput by 65% compared with previous methods.
软件定义网络的控制链路负载均衡和低延迟路由部署
SDN (Software defined networking)将数据平面和控制平面分隔在独立的设备上。由于数据平面由交换机组成,负责数据包的转发,以往的工作往往只考虑数据平面的不同约束(如数据链路容量、流表大小),以便为用户提供更好的QoS。然而,由于每台交换机上CPU处理能力有限,流表更新速度较慢,交换机和控制器之间的控制通道/链路往往容量非常有限,当交换机应该处理高流量负载时,这将导致QoS性能(如响应时间和吞吐量)下降。本文的目标是通过综合考虑sdn中数据平面的控制链路约束和其他不同约束来实现更好的QoS。我们正式定义了控制链路负载均衡和低时延路由部署问题,并证明了np -硬度。我们针对每个问题提出了两种具有有界近似因子的算法,并在我们的SDN测试平台上实现了所提出的方法。大量的仿真和实验结果表明,与以往的方法相比,我们的算法可以将控制链路负载减少约50%,响应时间减少约60%,网络吞吐量提高约65%。
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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来源期刊
CiteScore
30.00
自引率
4.30%
发文量
234
审稿时长
6 months
期刊介绍: The IEEE Journal on Selected Areas in Communications (JSAC) is a prestigious journal that covers various topics related to Computer Networks and Communications (Q1) as well as Electrical and Electronic Engineering (Q1). Each issue of JSAC is dedicated to a specific technical topic, providing readers with an up-to-date collection of papers in that area. The journal is highly regarded within the research community and serves as a valuable reference. The topics covered by JSAC issues span the entire field of communications and networking, with recent issue themes including Network Coding for Wireless Communication Networks, Wireless and Pervasive Communications for Healthcare, Network Infrastructure Configuration, Broadband Access Networks: Architectures and Protocols, Body Area Networking: Technology and Applications, Underwater Wireless Communication Networks, Game Theory in Communication Systems, and Exploiting Limited Feedback in Tomorrow’s Communication Networks.
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