Adaptive polling of grid resource monitors using a slacker coherence model

R. Sundaresan, Mario Lauria, T. Kurç, S. Parthasarathy, J. Saltz
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引用次数: 19

Abstract

As data and computational grids grow in size and complexity, the crucial task of identifying, monitoring and utilizing available resources in an efficient manner is becoming increasingly difficult. The design of monitoring systems that are scalable both in the number of sources being monitored and in the number of clients served is a challenging issue. In this paper we investigate the trade-offs of different polling strategies that can be used to monitor resource availability on machines in a distributed environment. We show how adaptive polling protocols can substantially increase scalability with a less than proportional loss of precision, and how these protocols can be personalized for different types of resource usage patterns.
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基于slacker相干模型的网格资源监视器自适应轮询
随着数据和计算网格的规模和复杂性的增长,以有效的方式识别、监测和利用可用资源的关键任务变得越来越困难。监视系统的设计在被监视的源数量和所服务的客户机数量上都是可扩展的,这是一个具有挑战性的问题。在本文中,我们研究了可用于监视分布式环境中机器上的资源可用性的不同轮询策略的权衡。我们将展示自适应轮询协议如何在精度损失小于成比例的情况下大幅提高可伸缩性,以及如何针对不同类型的资源使用模式对这些协议进行个性化。
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