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Creating services with hard guarantees from cycle-harvesting systems

机译:通过周期采集系统创建具有硬保证的服务

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Cycle-harvesting is a significant part of the Grid computing landscape. However, creating commercial service contracts based on resources made available by cycle-harvesting is a significant challenge: the characteristics of the harvested resources are inherently stochastic; and secondly, in a commercial environment, purchasers can expect providers to optimize against the quality of service (QoS) definitions. The essential point for creating commercially valuable QoS definitions is to guarantee a set of statistical parameters for each contract instance. Here we describe an appropriate QoS definition, Hard Statistical QoS (HSQ), and show how this can be implemented using a hybrid stochastic-deterministic system. We analyze algorithm behavior analytically using a distribution free approach versus the expected proportion of deterministic resources required for an HSQ specification. We conclude that commercial service contracts based on cycle-harvested resources are viable both from a conceptual point of view and quantitatively.
机译:周期收集是网格计算领域的重要组成部分。但是,基于周期收获提供的资源来创建商业服务合同是一个巨大的挑战。其次,在商业环境中,购买者可以期望提供商根据服务质量(QoS)定义进行优化。创建具有商业价值的QoS定义的要点是为每个合同实例保证一组统计参数。在这里,我们描述了一个合适的QoS定义,即硬统计QoS(HSQ),并展示了如何使用混合随机确定性系统来实现该定义。我们使用无分布方法相对于HSQ规范所需的确定性资源的预期比例来分析算法行为。我们得出的结论是,从周期角度来看,基于周期收获资源的商业服务合同是可行的。

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