Resilient and Robust QoS-Preserving Post-Fault VNF Placement

Dimitrios Michael Manias;Ali Chouman;Joe Naoum-Sawaya;Abdallah Shami
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Abstract

In the realm of network management and orchestration, such as Virtual Network Function (VNF) lifecycle management, the dynamicity of 5G networks raises the importance of reliability and robustness when determining optimal VNF placement. Specifically, after a fault has occurred, the set of services that must maintain a certain level of performance and quality depends on the interaction between VNFs. This letter proposes a novel robust optimization model for VNF placement during post-fault status, while addressing the resilience and reliability of the 5G network in testing. The model results are compared with a deterministic placement solution with varying demand uncertainties.
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故障后 VNF 的弹性和稳健 QoS 维护安置
在虚拟网络功能(VNF)生命周期管理等网络管理和协调领域,5G 网络的动态性提高了确定最佳 VNF 放置位置时可靠性和鲁棒性的重要性。具体来说,故障发生后,必须保持一定性能和质量水平的服务集取决于 VNF 之间的交互。本文提出了一种新颖的稳健优化模型,用于故障后状态下的 VNF 放置,同时解决测试中 5G 网络的弹性和可靠性问题。该模型的结果与具有不同需求不确定性的确定性放置解决方案进行了比较。
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Table of Contents IEEE Networking Letters Author Guidelines IEEE COMMUNICATIONS SOCIETY IEEE Communications Society Optimal Classifier for an ML-Assisted Resource Allocation in Wireless Communications
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