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Photonic switching systems: Performance, scheduling and routing.

机译:光子交换系统:性能,调度和路由。

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摘要

The research focuses in this thesis are on optical switching systems based on WDM, including their performance, scheduling mechanisms and routing and wavelength assignment (RWA).; First of all, we introduced an analytical model to obtain the performance bounds for a WDM switch based on a passive star coupler. We modeled the system under saturation traffic loading while ignoring the specific channel access scheme as a multi-class closed queuing network ( BCMP network), for which a product-form solution for the steady-state probabilities exists. Therefore the exact solutions can be derived. Based on the model, we investigated the effect on the system performance measures of a variety of different system parameters.; Next, we designed a scheduling mechanism for WDM packet switch systems to support Quality of Service (QoS) for multimedia applications. We introduced a novel hierarchical scheduling framework to use in a class of photonic packet switching systems based on WDM, in which we separated the flow scheduling from the transmission scheduling. We showed such separation was essential for achieving scalability such that large input/output ports could be accommodated, and also for offering flexibility in that optimal scheduling algorithms could be derived in different level. The key feature of the proposed scheduling mechanism is that it takes into account potentially different quality of service requirements from different traffic flows. In addition, we studied its performance under different system configurations.; Finally, we examined the routing and wavelength assignment (RWA) problem in wavelength-routed wide-area networks. Based on an extensive study of the existing algorithms adopted in the virtual topology design, we proposed several critical improvements. The algorithms we have proposed can be used to set up virtual topologies, the realizing virtual topologies have lower blocking probability, thus achieving better performance. Specifically, we first introduced a genetic algorithm to solve RWA problem, which is proven to be a NP-hard problem. The major advantage of the genetic algorithm is its general efficiency, therefore, it is effective in dealing with routing and wavelength assignment problem under a wide range of traffic conditions. To reduce the running times of genetic algorithm, a greedy random adaptive search procedure (GRASP) is adopted to solve RWA problem. In addition, we proposed several heuristic-based algorithms, including the Lightpath Setup, Alternative Path and Continuous Wavelength Assignment algorithms. They take into consideration the alternative paths, multihop nature of the physical topology and wavelength continuity when doing the wavelength assignment. Compared to some well-known algorithms, our proposed algorithms can obtain better performance with reduced degree of complexity.
机译:本文的研究重点是基于WDM的光交换系统,包括其性能,调度机制以及路由和波长分配(RWA)。首先,我们引入了一个分析模型来获得基于无源星形耦合器的WDM开关的性能范围。我们在饱和流量负载下对系统建模,而忽略了将特定的信道访问方案作为多类封闭排队网络 BCMP网络),存在用于稳态概率的乘积形式的解决方案。因此,可以得出确切的解决方案。基于该模型,我们研究了各种不同系统参数对系统性能指标的影响。接下来,我们为WDM分组交换系统设计了一种调度机制,以支持多媒体应用程序的服务质量(QoS)。我们引入了一种新颖的分层调度框架,该框架可用于基于WDM的一类光子数据包交换系统,其中将流调度传输调度分开。我们表明,这种分离对于实现可扩展性是至关重要的,这样可以容纳较大的输入/输出端口,并且对于提供灵活性,因为最优的调度算法可以在不同的层次上得到。所提出的调度机制的关键特征是它考虑到了来自不同业务流的可能不同的服务质量要求。另外,我们研究了其在不同系统配置下的性能。最后,我们研究了波长路由的广域网中的路由和波长分配(RWA)问题。基于对虚拟拓扑设计中采用的现有算法的广泛研究,我们提出了一些关键的改进。我们提出的算法可以用来建立虚拟拓扑,实现虚拟拓扑的阻塞概率较低,从而获得更好的性能。具体来说,我们首先介绍了一种遗传算法来解决RWA问题,事实证明这是一个NP难题。遗传算法的主要优点是它的一般效率,因此,它在处理各种交通条件下的路由和波长分配问题时非常有效。为了减少遗传算法的运行时间,采用贪婪随机自适应搜索程序(GRASP)来解决RWA问题。此外,我们提出了几种基于启发式的算法,包括光路径设置,替代路径和连续波长分配算法。他们在进行波长分配时会考虑其他路径,物理拓扑的多跳性质以及波长连续性。与某些知名算法相比,我们提出的算法可以在降低复杂度的情况下获得更好的性能。

著录项

  • 作者

    Qin, Yang.;

  • 作者单位

    Hong Kong University of Science and Technology (People's Republic of China).;

  • 授予单位 Hong Kong University of Science and Technology (People's Republic of China).;
  • 学科 Computer Science.; Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 1999
  • 页码 131 p.
  • 总页数 131
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 自动化技术、计算机技术;无线电电子学、电信技术;
  • 关键词

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