带宽调度问题的负载均衡模型

Masayuki Tsujino
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引用次数: 1

摘要

本文针对用户使用时间灵活的需求,重点研究流量工程技术。这些技术被称为“带宽日历”,已经对它们进行了大量研究。假设它们中的大多数应用于连接到数据中心的广域网上的带宽分配。我们感兴趣的是平衡链路上的负载,以便在网络上容纳尽可能多的分配后到达的需求。为此,我们提出了一种带宽日历模型来平衡链路负载。该模型被表述为具有非线性链路代价函数的动态优化问题。我们提出了一种利用网络结构求解问题的高速算法。数值实验将证明该模型的有效性和在实际规模网络中的实际计算。
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Load Balanced Model for Bandwidth Calendaring Problem
In this paper, we focus on traffic engineering technologies for the demands of users who are flexible in terms of use time. These technologies are called “bandwidth calendaring and much research has been conducted on them. Most of them are assumed to be applied to bandwidth assignment on WANs connected to data centers. We are interested in balancing the loads on links so as to accommodate as many demands arriving after allocation as possible on a network.For this purpose, we propose a bandwidth calendaring model for balancing link loads. This model is formulated as a dynamic optimization problem with nonlinear link cost functions. We propose a high speed algorithm that uses the network structure of the problem. Numerical experiments will clarify the effectiveness of the proposed model and actual computation in a practical-scale network.
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