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Scheduling Multi-flow Network Updates in Software-Defined NFV Systems

机译:调度软件定义的NFV系统中的多流量网络更新

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Combining Network Functions Virtualization (NFV) with Software-Defined Networking (SDN) is an emerging solution to provide fine-grained control over scalable and elastic packet processing functions. Due to changes in network policy, traffic characteristics, or physical topology in Software-Defined NFV (SDNFV) systems, the controller needs to carry out network updates frequently, i.e., change the data plane configuration from one state to another. In order to adapt to a newly desired network state quickly, the network update process is expected to be completed in the shortest time possible. However, the update scheduling schemes need to address resource constraints including flow table sizes, CPU capacities of Virtualized Network Functions (VNFs) and link bandwidths, which are closely coupled. Thus, the problem is difficult to solve, especially when multiple flows are involved in the network update. In this work we investigate the multi-flow update problem in SDNFV systems, and formulate it as a mixed integer programming problem, which is NP-complete. We propose an approximation algorithm via linear relaxation. By extensive simulations, we demonstrate that our algorithm approaches the optimal solution, while requiring 10×-100× less computing time.
机译:将网络功能与软件定义网络(SDN)组合(SDN)的虚拟化(NFV)是一种新兴解决方案,可提供对可扩展和弹性分组处理功能的细粒度控制。由于网络策略的变化,软件定义的NFV(SDNFV)系统中的流量特性或物理拓扑,因此控制器需要经常执行网络更新,即,将数据平面配置从一个状态更改为另一个状态。为了快速适应新期望的网络状态,预计网络更新过程将在最短的时间内完成。然而,更新调度方案需要解决包括与密切耦合的虚拟化网络功能(VNFS)和链路带宽的流表尺寸,CPU容量和链路带宽的资源约束。因此,问题难以解决,特别是当多个流涉及网络更新时。在这项工作中,我们调查SDNFV系统中的多流更新问题,并将其作为混合整数编程问题的方式,它是NP-Crexing。我们提出了一种通过线性松弛提出近似算法。通过广泛的模拟,我们证明我们的算法接近最佳解决方案,同时需要10×-100×较少的计算时间。

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