基于MOEA的IP/MPLS多播覆盖网络多目标模型

J. Montoya, Y. Donoso, E. Montoya, D. Echeverri
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引用次数: 4

摘要

多播在支持新一代应用方面发挥着重要作用。目前,由于各种原因,无论是技术性的还是非技术性的,组播IP还没有被因特网完全采用。近年来,一个活跃的研究领域是在应用层实现这种流量,其中组播功能不是路由器的责任,而是主机的责任,我们称之为组播覆盖网络(MON)。本文将多目标网络中的路由问题作为一个多目标优化问题提出,其中对两个函数进行了优化:1)组播树的端到端总延迟和2)最大链路利用率。这两个函数的同时优化是一个np完全问题,为了解决这个问题,我们建议使用多目标进化算法(MOEA),特别是NSGA-II。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multiobjective model for multicast overlay networks over IP/MPLS using MOEA
Multicast plays an important role in supporting a new generation of applications. At present and for different reasons, technical and non-technical, multicast IP hasnpsilat yet been totally adopted for Internet. During recent years, an active area of research is that of implementing this kind of traffic in the application layer where the multicast functionality isnt a responsibility of the routers but that of the hosts, which we know as Multicast Overlay Networks (MON). In this article, routing in an MON is put forward as a multiobjective optimization problem (MOP) where two functions are optimized: 1) the total end to end delay of the multicast tree and 2) the maximum link utilization. The simultaneous optimization of these two functions is an NP-Complete problem and to solve this we suggest using Multiobjective Evolutionary Algorithms (MOEA), specifically NSGA-II.
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