量化可组合数据中心利用率

M. Taubenblatt, A. Tantawi
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引用次数: 0

摘要

可组合数据中心一直是研究兴趣的热门话题,其潜在的好处包括更高的资源利用率、更快和独立的更新周期、灵活/最佳的资源分配以及更好的资本和运营成本。在本文中,我们使用离散事件模拟模型提供了一个定量评估的利用效益的可组合系统相对于传统。我们考虑一个简单的多服务器丢失队列情况以及两个更现实的场景:混合内存大小需求和混合CPU-GPU比例需求。在所有这些场景中,与更传统的硬件部署相比,可组合系统可以提供几十个百分点的利用率优势。我们还探讨了可组合资源池的大小对利用率的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quantifying Composable Data Center Utilization
Composable data centers have been a strong topic of research interest, with potential benefits including higher resource utilization, faster and independent refresh cycles, flex-ible/optimum resource allocation and better capital and oper-ational costs. In this paper we use a discrete event simulation model to provide a quantitative assessment of the utilization ben-efits for a composable system versus conventional. We consider a simple multi-server loss queue situation as well as two more realistic scenarios: a mixed memory size demand and a mixed ratio CPU-GPU demand. In all these scenarios, composable systems can provide many tens of percent utilization advantage over more conventional hardware deployments. We also explore the impact of size of the composable resource pool on utilization.
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