Load Balancing between Paths using Software Defined Networks

IF 2.4 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Journal of Internet Services and Applications Pub Date : 2023-11-08 DOI:10.5753/jisa.2023.3068
Alisson Cavalcante e Silva, Marcelo Gonçalves Rubinstein
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Abstract

Small networks usually use Ethernet devices that apply solutions such as the Spanning Tree Protocol (STP) to forward packets through a single path with no loops. However, this prevents the use of idle links that may reduce congestion and augment the aggregate bandwidth of the network. This work proposes a load balancing mechanism between paths using Software Defined Networks (SDNs). The proposed mechanism, named MLB (Multipath Load Balance), computes multiple paths with disjoint links that have the smallest number of hops between source and destination. Moreover, MLB has a “switching control” function that verifies whether the current occupation of the path exceeds a percentage of its capacity and if the potential new path computed by MLB has an occupation at least a percentage value smaller than that of the current path. MLB is implemented in Python and evaluated in Mininet. The results show that it is possible to increase the aggregate bandwidth by 95% and decrease the packet loss by about 95.5% compared with the standard operating mode of the OpenDaylight SDN controller.
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利用软件定义网络实现路径间的负载平衡
小型网络通常使用以太网设备,这些设备采用生成树协议(STP)等解决方案,通过无循环的单一路径转发数据包。然而,这样就无法使用闲置链路,而闲置链路可以减少拥塞并增加网络的总带宽。本研究提出了一种使用软件定义网络(SDN)的路径间负载平衡机制。所提出的机制被命名为 MLB(多路径负载平衡),它能计算出源站和目的地之间跳数最少、链路互不相连的多条路径。此外,MLB 还具有 "切换控制 "功能,可验证当前路径的占用率是否超过其容量的百分比,以及 MLB 计算出的潜在新路径的占用率是否至少小于当前路径的百分比值。MLB 用 Python 实现,并在 Mininet 中进行了评估。结果表明,与 OpenDaylight SDN 控制器的标准运行模式相比,MLB 可以将总带宽提高 95%,将丢包率降低约 95.5%。
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来源期刊
Journal of Internet Services and Applications
Journal of Internet Services and Applications COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
3.70
自引率
0.00%
发文量
2
审稿时长
13 weeks
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