The performance levels of a computing machine running a given workload configuration are crucial for both users and providers of computing resources. Knowing how well a computing machine is running with a given workload configuration is critical to making proper computing resource allocation decisions. In this paper, we introduce a novel framework for deriving computing machine and computing resource performance indicators for a given workload configuration. We propose a workload/machine index score (WISE) framework for computing a fitness score for a workload/machine combination. The WISE score indicates how well a computing machine is running with a specific workload configuration by addressing the issue of whether resources are being stressed or sitting idle wasting precious resources. In addition to encompassing any number of computing resources, the WISE score is determined by considering how far from target levels the machine resources are operating at without maxing out. Experimental results demonstrate the efficacy of the proposed WISE framework on two distinct workload configurations.

中文翻译：

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WISE：计算机系统性能指标评分框架

运行给定工作负载配置的计算机的性能水平对于计算资源的用户和提供者都是至关重要的。知道计算机在给定的工作负载配置下的运行状况如何，对于做出正确的计算资源分配决策至关重要。在本文中，我们介绍了一种新颖的框架，用于针对给定的工作负载配置推导计算机和计算资源性能指标。我们提出了工作负载/机器索引分数（WISE）框架，用于计算工作负载/机器组合的适用性得分。WISE得分通过解决资源是否紧张或闲置浪费宝贵资源的问题来指示计算机在特定工作负载配置下的运行状况。除了包含任何数量的计算资源外，WISE分数还可以通过考虑机器资源在不最大化的情况下运行到目标级别的距离来确定。实验结果证明了所提出的WISE框架在两种不同的工作负载配置上的功效。