多层环境中服务请求的能量感知调度:分析与评价

Alexandre Mello Ferreira
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引用次数: 1

摘要

在具有异构服务器的多层系统中,通常根据调度策略将服务请求分配给可用的服务器节点,以提高性能。这种方法导致许多现代IT服务中心在平均低工作负载期间未充分利用服务器。为了提高服务器的整体效率并降低性能,在本文中,我们提出了一种新的功率感知路由算法,用于动态调度服务请求,该算法考虑了能耗和性能需求之间的权衡。在模拟环境中进行的实验表明,考虑到三种不同的工作负载场景,我们的算法相对于众所周知的路由策略(如最短响应时间和最低服务器利用率)节省了能量。
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Energy-aware scheduling of service requests in multi-tier environment: Analysis and evaluation
In a multi-tier system having heterogeneous servers, service requests are usually allocated to available server nodes based on scheduling policies to enforce performance. Such an approach leads to underutilized servers in many modern IT service centers during average low workload periods. Looking to increase overall servers efficiency and having slight performance degradation, in this paper we propose a new power-aware routing algorithm for dynamically scheduling services requests that takes into account the tradeoff between energy consumption and performance requirements. Experiments performed in a simulated environment have demonstrated the energy savings of our algorithm against well-known routing strategies such as shortest response time and least server utilization considering three different workload scenarios.
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