多GI/G/1排队系统的最优负载均衡算法

Zhigang Zhang, H. Hartmann, Hucang He, Zhe Bai
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引用次数: 0

摘要

在数据库中的文件管理、多处理机系统中的作业控制、分组交换数据网络中的流量分配等重要工程领域,都提出了最优负载均衡问题。通过将子系统建模为多个GI/G/1队列,并应用已知的近似和分解方法,将系统平均响应时间表示为负载分配的函数。为了找到最优的负载均衡,首先研究了系统到达过程类型的凸性。然后给出了一种有效的算法,该算法对凸情况求全局最小值,对非凸情况求局部最小值。通过数值算例揭示了多Gl/G/1排队系统的一些重要性质。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An algorithm for optimal load balancing in a multiple GI/G/1 queueing system
The issue of optimal load balancing has been raised in several important engineering fields such as the file management in a data base, the job control in a multiple processor system or the flow assignment in a packet switched data network. By modeling the subsystems as multiple GI/G/1 queues and applying known approximations and decomposition methods, the system mean response time is expressed as a function of the load allocation. To find the optimal load balancing, the convexity property is first studied with respect to the type of the arrival process of the system. We give then an efficient algorithm which finds for the convex case the global and for the non-convex case a local minimum. Some important properties of the multiple Gl/G/1 queueing system are revealed with several numerical examples.
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