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A novel approach to determining compute headroom on a server platform

机译:确定服务器平台上的计算余量的新颖方法

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The ability to perform performance and power aware workload placement in the datacenter is vital to optimizing overall operational efficiency of the IT as well as the infrastructure itself. Traditional methods of measuring workload performance such as Operating System (OS) based performance counters do not deliver a consistent picture of the intricate relationship between compute resource consumption and its impact on the power and thermal profile of the compute node. As a result, the traditional methods constitute a barrier to effectively optimizing compute resource consumption in a holistic manner in the datacenter, perpetuating the management silos that exist between Information Systems and the supporting infrastructure, and impacting optimization of the primary cost drivers of a datacenter and the integration of performance sensitive applications. In this paper we present a new metric to correlate compute resource consumption with power to provide insights into the computational efficiency of the node for improved workload placement. We provide the theoretical background, followed by demonstrative examples and data to showcase the efficacy of this new approach. We finally conclude with specific recommendations based on this approach to help data centers achieve resource optimization.
机译:在数据中心中执行性能和功耗意识的工作负载放置的能力对于优化IT以及基础架构本身的整体运营效率至关重要。传统的衡量工作负载性能的方法,例如基于操作系统(OS)的性能计数器,并不能始终如一地反映出计算资源消耗及其对计算节点的功率和热量分布的影响之间的复杂关系。因此,传统方法构成了一个障碍,无法有效地整体优化数据中心中的计算资源消耗,使信息系统和支持基础架构之间存在的管理孤岛永存,并影响数据中心和服务器的主要成本动因的优化。性能敏感应用程序的集成。在本文中,我们提出了一种新的指标,该指标将计算资源消耗与功能相关联,以提供有关节点的计算效率的见解,以改善工作负载的放置。我们提供了理论背景,随后提供了示例性实例和数据,以展示这种新方法的有效性。最后,我们将基于此方法提出具体建议,以帮助数据中心实现资源优化。

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