Fuzzy Based Packet Scheduling Scheme using Non-Real Time Traffic in IP/MPLS Networks

Oba Zubair Mustapha, Mohammed Ali, Yim-Fun Hu, R. Abd‐Alhameed
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引用次数: 2

Abstract

This paper presents Packets Processing Algorithm (PPA) in an Internet Protocol/Multiprotocol Label Switching (IP/MPLS) based networks. Mainly involved label distribution using Label Distribution Protocol and packet forwarding. Fuzzy based Packet Scheduling Algorithm (FPSA) would be incorporated with PPA in order to provide intelligent performance to the MPLS core networks. Previously, many research has been proposed on the MPLS Traffic Engineering. However, there is still a need to further research on MPLS simulator using different mechanisms such as the analytical model of MPLS, expert-based packet scheduling algorithm for MPLS QoS support. Since MPLS is not able to provide intelligent routing, it is necessary to propose an intelligent expert system of FPSA combined with PPA together with an analytical model of packet forwarding in the MPLS network. This will be able to justify the control of traffic congestion and reliable services. Furthermore, the network model created using NS2, which carries application such as File Transfer Protocol (FTP) will be used. Performance metrics of throughput and end-to-end delay are considered with the results obtained from trace files. Then, trace files are interpreted and used for the calculations of the aforementioned metrics by AWK script.
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IP/MPLS网络中基于非实时流量的模糊分组调度方案
本文介绍了基于IP/MPLS网络的分组处理算法(PPA)。主要涉及到标签分配协议的标签分配和报文转发。将基于模糊的分组调度算法(FPSA)与PPA相结合,为MPLS核心网提供智能化性能。在此之前,人们对MPLS流量工程进行了大量的研究。但是,利用MPLS的分析模型、基于专家的分组调度算法等不同的机制对MPLS模拟器进行进一步的研究,以支持MPLS QoS。由于MPLS无法提供智能路由,因此有必要提出一种FPSA与PPA相结合的智能专家系统,并提出MPLS网络中报文转发的分析模型。这将证明控制交通挤塞和提供可靠的服务是合理的。此外,还将使用使用NS2创建的网络模型,该模型承载了文件传输协议(FTP)等应用程序。将吞吐量和端到端延迟的性能指标与从跟踪文件获得的结果一起考虑。然后,AWK脚本解释跟踪文件并将其用于上述指标的计算。
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