Insensitive load balancing

T. Bonald, M. Jonckheere, A. Proutière
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引用次数: 56

Abstract

A large variety of communication systems, including telephone and data networks, can be represented by so-called Whittle networks. The stationary distribution of these networks is insensitive, depending on the service requirements at each node through their mean only. These models are of considerable practical interest as derived engineering rules are robust to the evolution of traffic characteristics. In this paper we relax the usual assumption of static routing and address the issue of dynamic load balancing. Specifically, we identify the class of load balancing policies which preserve insensitivity and characterize optimal strategies in some specific cases. Analytical results are illustrated numerically on a number of toy network examples.
不敏感负载均衡
各种各样的通信系统,包括电话和数据网络,都可以用所谓的惠特尔网络来表示。这些网络的平稳分布是不敏感的,仅通过其平均值取决于每个节点的业务需求。这些模型具有相当大的实际意义,因为所导出的工程规则对交通特征的演变具有鲁棒性。在本文中,我们放宽了通常的静态路由假设,并解决了动态负载均衡问题。具体来说,我们确定了一类保持不敏感性的负载均衡策略,并在某些特定情况下描述了最优策略。通过若干玩具网络算例对分析结果进行了数值说明。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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