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Structure-Based Resilience Metrics for Service-Oriented Networks

机译:面向服务的网络的基于结构的弹性度量

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Many governmental agencies and businesses organizations use networked systems to provide a number of services. Such a service-oriented network can be implemented as an overlay on top of the physical network. It is well recognized that the performance of many of the networked computer systems is severely degraded under node and edge failures. The focus of our work is on the resilience of service-oriented networks. We develop a graph theoretic model for service-oriented networks. Using this model, we propose metrics that quantify the resilience of such networks under node and edge failures. These metrics are based on the topological structure of the network and the manner in which services are distributed over the network. Based on this framework, we address two types of problems. The first type involves the analysis of a given network to determine its resilience parameters. The second type involves the design of networks with a given degree of resilience. We present efficient algorithms for both types of problems. Our approach for solving analysis problems relies on known algorithms for computing minimum cuts in graphs. Our algorithms for the design problem are based on a careful analysis of the decomposition of the given graph into appropriate types of connected components.
机译:许多政府机构和企业组织使用网络系统提供了许多服务。面向服务的网络可以在物理网络顶部实现为叠加。众所周知,许多网络计算机系统的性能在节点和边缘故障下严重降低。我们的工作的重点是面向服务的网络的恢复力。我们开发了面向服务的网络的图形理论模型。使用此模型,我们提出了在节点和边缘故障下量化此类网络的恢复性的度量标准。这些指标基于网络的拓扑结构以及在网络上分发服务的方式。基于此框架,我们解决了两种问题。第一类涉及对给定网络的分析来确定其弹性参数。第二种类型涉及具有给定恢复力的网络的设计。我们为两种问题提供了高效的算法。我们解决分析问题的方法依赖于已知的算法来计算图表中的最小剪切。我们的设计问题的算法基于对给定图的分解成适当类型的连接组件的仔细分析。

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