首页> 外文学位 >Dynamic bandwidth management for the Internet and its wireless extensions.
【24h】

Dynamic bandwidth management for the Internet and its wireless extensions.

机译:Internet及其无线扩展的动态带宽管理。

获取原文
获取原文并翻译 | 示例

摘要

Over the past decade network bandwidth has become a commodity item putting pressure on Internet Service Providers (ISPs) to differentiate their service offerings to customers in order to maintain market share. However, realizing service differentiation in IP networks is a broad, multi-dimensional and challenging problem. This thesis addresses this problem and proposes new approaches for bandwidth service management for the Internet and its wireless extensions.; First, we propose a unified formulation of band width utility functions for application aggregates including TCP, small audio flows, and individual video flows. We discuss experiments using the online generation of utility functions from video traces and present a utility prediction algorithm that addresses the time scale mismatch that exits between video content changes and network adaptation time-scales.; Next, we present two groups of utility-based link allocation algorithms that provide a foundation for utility differentiating and utility maximizing bandwidth management. The utility maximizing algorithm leverages the piecewise linear quantization of utility functions and uses the Kuhn-Tucker condition to significantly reduce the algorithm execution time. Our utility differentiating algorithm supports utility fair allocation that allows individual utility functions to have different maximum utility values. We extend these results to the problem of multi-hop utility-based flow control by augmenting the max-min flow control algorithm to support utility functions. We study, propose and evaluate a utility-based max-min fair allocation and renegotiation protocol in the context of an edge-based wireless access network taking into consideration convergence speed, protocol state reduction, and the management of application adaptation states.; Third, we present a dynamic bandwidth provisioning model for quantitative service differentiation in core networks that comprises node and core provisioning algorithms. The node provisioning algorithm prevents transient violations of Service Level Agreements (SLAs) by predicting the onset of service level violations based on a multi-class virtual queue technique, self-adjusting per-class service weights, and packet dropping thresholds at core routers. Persistent service level violations are reported to a dynamic core provisioning algorithm, which dimensions traffic aggregates at the network ingress taking into account fairness issues not only across different traffic aggregates but also within the same aggregate whose packets can take different routes in the core IP network. We solve the problem of rate regulation for point-to-multipoint flow aggregates with the use of matrix inverse operations. We demonstrate that our model is capable of delivering capacity provisioning in an efficient manner and providing quantitative delay-bounds with differentiated loss across per-aggregate service classes.; Finally, we propose incentive engineering techniques and design two incentive-based allocation service classes that effectively constrain the strategy space of subscribers to a set of cooperative behaviors that include the truthful selection of a service class and truthful declaration of bandwidth demands. Our design minimizes protocol messaging overhead imposed on wireless subscribers while possessing a number of beneficial properties including Nash bargaining fairness for the instantaneous allocation service, and incentive compatibility for mobile users promoting the truthful declaration of their service preferences. (Abstract shortened by UMI.)
机译:在过去的十年中,网络带宽已成为一种商品,这给Internet服务提供商(ISP)施加了压力,要求其向客户提供差异化​​的服务以保持市场份额。然而,在IP网络中实现服务差异化是一个广泛的,多维的,具有挑战性的问题。本文解决了这个问题,并提出了用于Internet及其无线扩展的带宽服务管理的新方法。首先,我们为应用程序集合(包括TCP,小型音频流和单个视频流)提出了带宽实用程序功能的统一表述。我们讨论了使用视频踪迹的在线生成效用函数的实验,并提出了一种效用预测算法,该算法可解决视频内容变化和网络适应时标之间存在的时标不匹配问题。接下来,我们介绍两组基于实用程序的链路分配算法,它们为实用程序区分和实用程序最大化带宽管理提供了基础。效用最大化算法利用了效用函数的分段线性量化,并使用Kuhn-Tucker条件大大减少了算法执行时间。我们的效用区分算法支持效用公平分配,它允许各个效用函数具有不同的最大效用值。通过扩展最大-最小流控制算法以支持实用功能,我们将这些结果扩展到基于多跳实用程序的流控制问题。我们在考虑到收敛速度,协议状态减少和应用程序适应状态管理的基础上,在基于边缘的无线接入网络的背景下研究,提出和评估基于效用的最大-最小公平分配和重新协商协议。第三,我们提出了一种动态带宽供应模型,用于核心网络中的定量服务区分,该模型包括节点和核心供应算法。节点配置算法通过基于多类虚拟队列技术,自调整每个类的服务权重以及核心路由器上的数据包丢弃阈值来预测服务级别违例的发生,从而防止短暂违反服务级别协议(SLA)。持续的服务级别冲突会报告给动态核心配置算法,该算法会在网络入口确定流量聚合的大小,不仅要考虑跨不同流量聚合的公平性问题,而且还要考虑到其分组可以在核心IP网络中采用不同路由的同一聚合中的公平性问题。我们使用矩阵逆运算解决了点对多点流聚合的速率调节问题。我们证明了我们的模型能够以有效的方式提供容量配置,并提供量化的延迟边界,并在每个综合服务类别中提供差异化​​的损失。最后,我们提出了激励工程技术,并设计了两个基于激励的分配服务类别,这些类别有效地将订户的策略空间限制为一组合作行为,包括对服务类别的真实选择和对带宽需求的真实声明。我们的设计使无线用户的协议消息开销最小化,同时拥有许多有益的特性,包括即时分配服务的纳什讨价还价公平性,以及促进真实声明其服务偏好的移动用户的激励兼容性。 (摘要由UMI缩短。)

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号