GDCSim:分析绿色数据中心设计和资源管理技术的工具

S. Gupta, Rose Robin Gilbert, Ayan Banerjee, Z. Abbasi, T. Mukherjee, G. Varsamopoulos
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引用次数: 64

摘要

通过对数据中心的高效设计、对计算资源和冷却单元的高效管理,可以降低数据中心的能耗。数据中心分析的一个主要障碍是缺乏一个整体模拟器,在这个模拟器中,可以用数据中心的不同设计(即布局和配置)来测试新的计算资源(或冷却)管理技术的影响。为了填补这一空白,本文提出了绿色数据中心模拟器(GDCSim),用于研究各种数据中心几何形状、工作负载特征、平台电源管理方案和调度算法下数据中心的能源效率。采用GDCSim迭代设计绿色数据中心。此外,在已建立的CFD模拟器上进行了验证。GDCSim是Impact Lab的蓝牙基础设施项目的一部分。
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GDCSim: A tool for analyzing Green Data Center design and resource management techniques
Energy consumption in data centers can be reduced by efficient design of the data centers and efficient management of computing resources and cooling units. A major obstacle in the analysis of data centers is the lack of a holistic simulator, where the impact of new computing resource (or cooling) management techniques can be tested with diffierent designs (i.e., layouts and configurations) of data centers. To fill this gap, this paper proposes Green Data Center Simulator (GDCSim) for studying the energy efficiency of data centers under various data center geometries, workload characteristics, platform power management schemes, and scheduling algorithms. GDCSim is used to iteratively design green data centers. Further, it is validated against established CFD simulators. GDCSim is developed as a part of the BlueTool infrastructure project at Impact Lab.
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