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首页> 外文期刊>The Journal of Supercomputing >Tradeoffs between energy consumption and QoS in mobile grid
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Tradeoffs between energy consumption and QoS in mobile grid

机译:移动网格中能耗与QoS之间的权衡

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Mobile grid, which combines grid and mobile computing, supports mobile users and resources in a seamless and transparent way. However, mobility, QoS support, energy management, and service provisioning pose challenges to mobile grid. The paper presents a tradeoff policy between energy consumption and QoS in the mobile grid environment. Utility function is used to specify each QoS dimension; we formulate the problem of energy and QoS tradeoff by utility optimization. The work is different from the classical energy aware scheduling, which usually takes the consumed energy as the constraints; our utility model regards consumed energy as one of the components of measure of the utility values, which indicates the tradeoff of application satisfaction and consumed energy. It is a more accurate utility model for abstracting the energy characteristics and QoS requirement for mobile users and resources in mobile grid. The paper also proposes a distributed energy–QoS tradeoff algorithm. The performance evaluation of our energy–QoS tradeoff algorithm is evaluated and compared with other energy and deadline constrained scheduling algorithm.
机译:移动网格将网格和移动计算结合在一起,以无缝,透明的方式支持移动用户和资源。但是,移动性,QoS支持,能源管理和服务供应给移动网格带来了挑战。本文提出了在移动网格环境中能耗和QoS之间的权衡策略。实用程序功能用于指定每个QoS维度;我们通过效用优化来阐述能量和QoS权衡的问题。这项工作不同于传统的能源意识调度,后者通常将消耗的能量作为约束。我们的实用新型将消耗的能量视为效用值度量的组成部分之一,它表明了应用程序满意度和消耗的能量之间的权衡。它是一种更为准确的实用工具模型,用于抽象出移动网格中移动用户和资源的能源特性和QoS要求。本文还提出了一种分布式能量-QoS折衷算法。我们对能源-QoS权衡算法的性能评估进行了评估,并与其他能源和截止期限受限的调度算法进行了比较。

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