Resource allocation with load balancing consideration in distributed computing systems

Ge-Ming Chiu, C. Raghavendra, S. Ng
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引用次数: 5

Abstract

A new resource allocation model is presented in which a given number of copies of a single resource are allocated to the processing sites in such a way that the total communication cost incurred is minimized. The accessing scheme considers both the communication costs and the load levels at the resource sites. Load leveling is imposed as a constraint. This improves system throughput as well as response time. The allocation provided by the model reflects the realistic environment more accurately and therefore gives a better dynamic performance. It is shown that the model can be extended to include other costs such as installation cost and communication cost due to 'write' accesses.<>
分布式计算系统中考虑负载均衡的资源分配
提出了一种新的资源分配模型,该模型将单个资源的给定数量的副本分配给处理站点,从而使所产生的总通信成本最小化。该访问方案同时考虑了通信成本和资源站点的负载水平。负载均衡是作为约束施加的。这提高了系统吞吐量和响应时间。模型提供的分配更准确地反映了现实环境,因此具有更好的动态性能。结果表明,该模型可以扩展到包括其他成本,如安装成本和由于“写”访问而产生的通信成本。
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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