Modeling Reliability Requirements in Coordinated Node and Link Mapping

Riccardo Guerzoni, Z. Despotovic, R. Trivisonno, I. Vaishnavi
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引用次数: 23

Abstract

High performance systems require high levels of reliability. Many functions involved in telecommunication and IT networks have reliability requirements that can only be achieved by introducing redundant resources. In the telecom sector, recently, there has been a significant effort on moving carrier grade systems and functions to virtualized network infrastructure. The management and coordination of those virtualized systems to achieve an optimal mapping (or embedding) to the physical resources that host them is known as virtual resource orchestration. In our prior work we introduced a novel model, based on Mixed Integer Programming (MIP) problem formulation, as one significant way of achieving this optimality in embedding. This paper extends the model to include reliability requirements, improving prior art techniques as well as implementing a novel approach, denoted as reliability assurance. The confidence of the target reliability of the embedded virtual graphs can be traded with the efficiency of the substrate utilization. Extensive simulation results show that our model provides embedding rates and infrastructure utilization comparable with prior art while fulfilling high reliability requirements.
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协调节点和链路映射中的可靠性需求建模
高性能系统需要高水平的可靠性。电信和IT网络中涉及的许多功能都有可靠性要求,只能通过引入冗余资源来实现。在电信领域,最近在将运营商级系统和功能转移到虚拟化网络基础设施方面做出了重大努力。这些虚拟化系统的管理和协调,以实现对承载它们的物理资源的最佳映射(或嵌入),称为虚拟资源编排。在我们之前的工作中,我们介绍了一个基于混合整数规划(MIP)问题公式的新模型,作为在嵌入中实现这种最优性的一个重要方法。本文将该模型扩展到包括可靠性要求、改进现有技术以及实现一种称为可靠性保证的新方法。嵌入式虚拟图形目标可靠性的置信度可以用基板利用率来交换。广泛的仿真结果表明,我们的模型在满足高可靠性要求的同时,提供了与现有技术相当的嵌入率和基础设施利用率。
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