论文标题
通过关节路由和功能放置在不同模式的SDN/NFV网络中的能源效率
Energy Efficiency Through Joint Routing and Function Placement in Different Modes of SDN/NFV Networks
论文作者
论文摘要
网络功能虚拟化(NFV)和软件定义的网络(SDN)是启用5G和6G服务并实现成本降低,网络可扩展性和部署灵活性的两种有前途的技术。 但是,为了服务这些服务,迁移到完整的SDN/NFV网络是一个耗时的过程,对于移动运营商来说是昂贵的。本文着重于移动核心网络(MCN)向完整SDN/NFV网络的过渡期间的能源效率,并探讨了如何在此类迁移过程中解决能源效率。除了新引入的NFV和SDN节点外,我们还提出了一个包含遗留节点和链接的组合的通用系统模型。我们将此系统模型称为部分SDN和Hybrid NFV MCN,可以涵盖不同的SDN和NFV实现模式。基于此框架,我们通过考虑网络中的关节路由和功能放置来制定能源效率。由于此问题属于非线性整数编程问题的类别,因此可以有效地解决它,因此我们基于多阶段的图形建模和修改后的Dijkstra算法提出了修改的Viterbi算法(MVA)。我们模拟该算法的许多网络方案,具有不同的NFV和SDN节点,并评估通过此类过渡可以节省多少能量。仿真结果证实了该算法的预期性能,该算法与所有节点始终打开的网络相比节省了70%的能量。有趣的是,在混合NFV和部分SDN网络的情况下,拟议算法节省的能量量可以达到全NFV/SDN网络中节省的能源的60-90%。
Network function virtualization (NFV) and software defined networking (SDN) are two promising technologies to enable 5G and 6G services and achieve cost reduction, network scalability, and deployment flexibility. However, migration to full SDN/NFV networks in order to serve these services is a time consuming process and costly for mobile operators. This paper focuses on energy efficiency during the transition of mobile core networks (MCN) to full SDN/NFV networks, and explores how energy efficiency can be addressed during such migration. We propose a general system model containing a combination of legacy nodes and links, in addition to newly introduced NFV and SDN nodes. We refer to this system model as partial SDN and hybrid NFV MCN which can cover different modes of SDN and NFV implementations. Based on this framework, we formulate energy efficiency by considering joint routing and function placement in the network. Since this problem belongs to the class of non-linear integer programming problems, to solve it efficiently, we present a modified Viterbi algorithm (MVA) based on multi-stage graph modeling and a modified Dijkstra's algorithm. We simulate this algorithm for a number of network scenarios with different fractions of NFV and SDN nodes, and evaluate how much energy can be saved through such transition. Simulation results confirm the expected performance of the algorithm which saves up to 70% energy compared to network where all nodes are always on. Interestingly, the amount of energy saved by the proposed algorithm in the case of hybrid NFV and partial SDN networks can reach up to 60-90% of the saved energy in full NFV/SDN networks.