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Multicast Virtual Network Embedding in Cloud Data Centers with Delay Constraints

机译:具有延迟约束的云数据中心中的多播虚拟网络嵌入

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Network virtualization enables the multi-tenancy concept and paves the way towards more advancements and innovation in the underlying infrastructure. With network virtualization, allocating resources to Virtual Networks (VNs) that represent tenants' requests emerges as a challenging problem. This problem is commonly known as the Virtual Network Embedding (VNE) problem, and its NP-Hard nature has drawn a lot of attention from the research community. A common feature in the existing work is that the type of communication in the VN requests was never characterized, assuming that they exhibit unicast communication only. In this paper, we motivate the importance of characterizing the type of communication in VN requests. We present a formal definition of the VNE problem for VNs with multicast communication. To the best of our knowledge, the multicast VNE problem has not been addressed in the frame of cloud computing, where the location of all the virtual machines in a given multicast VN is unknown. We propose a novel 3-steps heuristic to solve the multicast VNE problem with end-delay and delay variation constraints. Our numerical results prove the efficiency of our suggested approach over multiple metrics and against numerous embedding heuristics.
机译:网络虚拟化支持多租户概念,并为基础架构中的更多进步和创新铺平了道路。使用网络虚拟化,将资源分配给代表租户请求的虚拟网络(VN)成为一个具有挑战性的问题。此问题通常称为虚拟网络嵌入(VNE)问题,其NP-Hard性质引起了研究界的广泛关注。现有工作的一个共同特征是,假设它们仅显示单播通信,则VN请求中的通信类型从未被表征过。在本文中,我们激发了在VN请求中表征通信类型的重要性。我们为带有多播通信的VN提出了VNE问题的正式定义。据我们所知,多播VNE问题尚未在云计算框架中得到解决,在云计算框架中,给定多播VN中所有虚拟机的位置都是未知的。我们提出了一种新颖的3步启发式方法,以解决具有结束延迟和延迟变化约束的组播VNE问题。我们的数值结果证明了我们建议的方法在多个指标上以及针对众多嵌入启发式方法的有效性。

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