基于进化博弈论的互联IT和光网络资源自适应虚拟基础设施规划

M. Anastasopoulos, A. Tzanakaki
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引用次数: 8

摘要

本文的重点是支持未来互联网及其新兴应用的集成光网络和IT基础设施。在此背景下,提出了物理基础设施虚拟化的概念,并讨论了虚拟基础设施规划的过程。提出了一种适用于虚拟基础设施自适应规划的进化博弈论优化方案,并与传统的集中式优化方案进行了比较。我们的进化博弈论建模结果清楚地表明,如果有足够的时间来学习底层物理拓扑的状态,所规划的虚拟基础设施与通过传统的全局优化方法(如整数线性规划)生成的虚拟基础设施具有相似的性能。
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Adaptive virtual infrastructure planning over interconnected IT and optical network resources using evolutionary game theory
This paper focuses on integrated optical network and IT infrastructures in support of the Future Internet and its new emerging applications. In this context, the concept of virtualization of the physical infrastructure is proposed and the process of virtual infrastructure planning is discussed. A novel optimization scheme suitable to adaptively plan virtual infrastructures employing evolutionary game theory is presented and compared to conventional centralized approaches. Our evolutionary game theory modelling results clearly show, that given sufficient time to learn the status of the underlying physical topology the virtual infrastructures planned have similar performance to those generated through traditional global optimization approaches such as integer linear programming.
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