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Finding and mitigating geographic vulnerabilities in mission critical multi-layer networks.

机译:查找和缓解关键任务多层网络中的地理漏洞。

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摘要

In Air Traffic Control (ATC), communications outages may lead to immediate loss of communications or radar contact with aircraft. In the short term, there may be safety related issues as important services including power systems, ATC, or communications for first responders during a disaster may be out of service. Significant financial damage from airline delays and cancellations may occur in the long term. This highlights the different types of impact that may occur after a disaster or other geographic event. The question is "How do we evaluate and improve the ability of a mission-critical network to perform its mission during geographically correlated failures?".;To answer this question, we consider several large and small networks, including a multi-layer ATC Service Oriented Architecture (SOA) network known as SWIM. This research presents a number of tools to analyze and mitigate both long and short term geographic vulnerabilities in mission critical networks. To provide context for the tools, a disaster planning approach is presented that focuses on Resiliency Evaluation, Provisioning Demands, Topology Design, and Mitigation of Vulnerabilities.;In the Resilience Evaluation, we propose a novel metric known as the Network Impact Resilience (NIR) metric and a reduced state based algorithm to compute the NIR known as the Self-Pruning Network State Generation (SP-NSG) algorithm. These tools not only evaluate the resiliency of a network with a variety of possible network tests, but they also identify geographic vulnerabilities.;Related to the Demand Provisioning and Mitigation of Vulnerabilities, we present methods that focus on provisioning in preparation for rerouting of demands immediately following an event based on Service Level Agreements (SLA) and fast rerouting of demands around geographic vulnerabilities using Multi-Topology Routing (MTR). The Topology Design area focuses on adding nodes to improve topologies to be more resistant to geographic vulnerabilities.;Additionally, a set of network performance tools are proposed for use with mission critical networks that can model at least up to 2nd order network delay statistics. The first is an extension of the Queueing Network Analyzer (QNA) to model multi-layer networks (and specifically SOA networks). The second is a network decomposition tool based on Linear Algebraic Queueing Theory (LAQT). This is one of the first extensive uses of LAQT for network modeling. Benefits, results, and limitations of both methods are described.
机译:在空中交通管制(ATC)中,通信中断可能导致通信立即中断或雷达与飞机的接触。在短期内,可能会出现与安全相关的问题,因为重要的服务(包括电力系统,ATC)或灾难期间用于急救人员的通信可能会停止服务。从长远来看,航空公司的延误和取消可能会造成重大的财务损失。这突出显示了灾难或其他地理事件之后可能发生的不同类型的影响。问题是“我们如何评估关键任务网络在与地理位置相关的故障期间执行其任务的能力?”;为回答此问题,我们考虑了几个大型网络和小型网络,包括多层ATC服务面向架构(SOA)网络,称为SWIM。这项研究提出了许多工具,可用于分析和缓解任务关键型网络中的长期和短期地理漏洞。为了提供工具的上下文,提出了一种灾难计划方法,重点是弹性评估,供应需求,拓扑设计和缓解漏洞。在弹性评估中,我们提出了一种新的度量标准,称为网络影响弹性(NIR)度量和基于简化状态的算法来计算NIR,称为自修剪网络状态生成(SP-NSG)算法。这些工具不仅可以通过各种可能的网络测试评估网络的弹性,而且还可以识别地理漏洞。关于需求调配和缓解漏洞,我们提出了侧重于调配的方法,以准备立即重新路由需求在基于服务水平协议(SLA)的事件发生之后,并使用多拓扑路由(MTR)快速围绕地理漏洞请求重新路由。拓扑设计领域着重于添加节点以改善拓扑,以更强地抵御地理漏洞。此外,提出了一组网络性能工具,用于关键任务网络,该工具可以对至少二阶网络延迟统计数据进行建模。首先是对排队网络​​分析器(QNA)的扩展,以对多层网络(特别是SOA网络)进行建模。第二个是基于线性代数排队理论(LAQT)的网络分解工具。这是LAQT首次广泛用于网络建模的用途之一。描述了两种方法的优点,结果和局限性。

著录项

  • 作者

    Gardner, Michael Todd.;

  • 作者单位

    University of Missouri - Kansas City.;

  • 授予单位 University of Missouri - Kansas City.;
  • 学科 Computer science.;Electrical engineering.
  • 学位 Ph.D.
  • 年度 2016
  • 页码 275 p.
  • 总页数 275
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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