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Advance reservation in distributed computer networks.

机译:在分布式计算机网络中提前预订。

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摘要

The advance reservation of network resources and connections is an area of growing interest, particularly when large volumes of data are involved. Most notably, the scientific research community is presenting some very pressing challenges in this regard, both in terms of bandwidth scalability and service flexibility. In particular, a wide range of collaborative research activities are being carried out in key areas such as high energy physics, genetic modeling, climate change, astronomy, etc. In many cases here, related "e-science" data volumes are readily exceeding the capacity of currently-deployed networks with immediate reservation capabilities. Moreover, owing to the increasingly global nature of modern research collaborations, much of these data sets need to be transferred and processed at widely-dispersed laboratory facilities and institutes across the world. Indeed, this mandates meticulous scheduling of available network resources.;In light of the above, this dissertation presents a comprehensive set of solutions for service provisioning in advance reservation bandwidth networks. Specifically, a novel linear programming model is first proposed to address the computational complexity and limitation of existing optimization schemes. Next, a heuristic rerouting algorithm is developed to further reduce run-time complexity in "on-line" operational settings and improve overall service provisioning performance. Furthermore, to address real-world scalability and reliability challenges, a comprehensive distributed advance reservation framework is also presented for single-domain and broader multi-domain routing networks. Overall, detailed performance evaluation results are presented for each of these proposed solutions, and wherever possible, the findings are compared with those from other existing schemes.
机译:预先预留网络资源和连接是人们越来越感兴趣的领域,尤其是在涉及大量数据时。最值得注意的是,就带宽可扩展性和服务灵活性而言,科学研究界在这方面提出了一些非常紧迫的挑战。特别是,在诸如高能物理,遗传建模,气候变化,天文学等关键领域中开展了广泛的合作研究活动。在这里,在许多情况下,相关的“电子科学”数据量很容易超过具有即时预订功能的当前部署网络的功能。此外,由于现代研究合作的日益全球化的性质,其中许多数据集需要在世界各地分散分布的实验室设施和机构中进行传输和处理。确实,这要求对可用网络资源进行细致的调度。鉴于上述,本文提出了一套用于预先预留带宽网络中的服务供应的全面解决方案。具体而言,首先提出了一种新颖的线性规划模型,以解决现有优化方案的计算复杂性和局限性。接下来,开发了一种启发式重新路由算法,以进一步降低“在线”操作设置中的运行时复杂性,并改善总体服务供应性能。此外,为了解决现实世界中的可伸缩性和可靠性挑战,还针对单域和更广泛的多域路由网络提出了一个全面的分布式高级预留框架。总体而言,将针对每种建议的解决方案提供详细的性能评估结果,并尽可能将其发现与其他现有方案的发现进行比较。

著录项

  • 作者

    Xie, Chongyang.;

  • 作者单位

    The University of New Mexico.;

  • 授予单位 The University of New Mexico.;
  • 学科 Engineering Computer.;Engineering Electronics and Electrical.;Information Technology.
  • 学位 Ph.D.
  • 年度 2011
  • 页码 125 p.
  • 总页数 125
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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