Stephen Clement;Kat Burdett;Nour Rteil;Astrid Wynne;Rich Kenny
{"title":"Is Hot IT a False Economy? An Analysis of Server and Data Center Energy Efficiency as Temperatures Rise","authors":"Stephen Clement;Kat Burdett;Nour Rteil;Astrid Wynne;Rich Kenny","doi":"10.1109/TSUSC.2023.3336801","DOIUrl":null,"url":null,"abstract":"As demand for digital services grows, there is need to improve efficiency and reduce the environmental impact of data centers. The largest energy consumer in any data center is the IT, followed by the systems dedicated to cooling. Aiming to improve efficiency, and driven by metrics like PUE, there is a trend towards running data centers hotter to reduce the cooling energy. There is little research investigating the effect this will have on the IT beyond failure rates. To ensure overall efficiency is improving, we must view the data center as a system of systems, taking a holistic view rather than focusing on individual sub-systems. In this paper we use industry standard benchmarks and a wind-tunnel to profile typical enterprise IT. We analyze the effect of environmental conditions on IT efficiency, showing minor increases in temperature or pressure impact the efficiency of servers. Using an idealized, simulated data center case study we show that the interaction between cooling systems, server behavior and local climate are non-trivial and increasing temperatures has potential to worsen efficiency.","PeriodicalId":13268,"journal":{"name":"IEEE Transactions on Sustainable Computing","volume":"9 3","pages":"482-493"},"PeriodicalIF":3.0000,"publicationDate":"2023-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Sustainable Computing","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10328807/","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"COMPUTER SCIENCE, HARDWARE & ARCHITECTURE","Score":null,"Total":0}
引用次数: 0
Abstract
As demand for digital services grows, there is need to improve efficiency and reduce the environmental impact of data centers. The largest energy consumer in any data center is the IT, followed by the systems dedicated to cooling. Aiming to improve efficiency, and driven by metrics like PUE, there is a trend towards running data centers hotter to reduce the cooling energy. There is little research investigating the effect this will have on the IT beyond failure rates. To ensure overall efficiency is improving, we must view the data center as a system of systems, taking a holistic view rather than focusing on individual sub-systems. In this paper we use industry standard benchmarks and a wind-tunnel to profile typical enterprise IT. We analyze the effect of environmental conditions on IT efficiency, showing minor increases in temperature or pressure impact the efficiency of servers. Using an idealized, simulated data center case study we show that the interaction between cooling systems, server behavior and local climate are non-trivial and increasing temperatures has potential to worsen efficiency.
随着数字服务需求的增长,需要提高数据中心的效率并减少对环境的影响。数据中心最大的能源消耗者是 IT,其次是专用于冷却的系统。为了提高效率,在 PUE 等指标的驱动下,数据中心的运行温度有升高的趋势,以减少冷却能耗。除故障率外,几乎没有研究调查这对 IT 的影响。为确保提高整体效率,我们必须将数据中心视为一个由多个系统组成的系统,从整体上而不是只关注单个子系统。在本文中,我们使用行业标准基准和风洞来剖析典型的企业 IT。我们分析了环境条件对 IT 效率的影响,表明温度或压力的微小增加都会影响服务器的效率。通过一个理想化的模拟数据中心案例研究,我们发现冷却系统、服务器行为和当地气候之间的相互作用并不复杂,温度升高有可能导致效率恶化。