优化数据中心可再生能源消耗的能源感知应用控制器

Corentin Dupont, Mehdi Sheikhalishahi, F. Facca, Fabien Hermenier
{"title":"优化数据中心可再生能源消耗的能源感知应用控制器","authors":"Corentin Dupont, Mehdi Sheikhalishahi, F. Facca, Fabien Hermenier","doi":"10.1109/UCC.2015.36","DOIUrl":null,"url":null,"abstract":"Sustainable energy sources such as renewable energies are replacing dirty sources of energy in order to address the environmental challenges of the century. In order to operate data centres with renewable energies we have to mitigate their volatile and variable nature. In this paper, we present the Energy Adaptive Software Controller (EASC), a generic software controller and interface that developers can use to make their application adaptive to renewable energy availability. Adaptivity is realized through the concept of working modes which allow to run an application under various performance levels. We advocate for a collaborative approach involving the developers of the applications in order to use the renewable energies more efficiently. The notion of EASC allows to abstract away the details of application scheduling, execution, and monitoring. We demonstrate the applicability and genericity of the EASC concept through four different instantiations. These instantiations cover two types of applications: task-oriented and service-oriented, and two kind of computing environments: Infrastructure-as-a-Service, and Platform-as-a-Service. The EASC has been trialled in the data centre of the healthcare agency of Trento, Italy and in the laboratory of HP Milan, Italy, with a mix of energy sources: national grid and local solar panels. The experimental results show how the EASC allowed to increase the renewable energies usage of 14% and 4.73% for Trento and HP Labs trials, respectively.","PeriodicalId":381279,"journal":{"name":"2015 IEEE/ACM 8th International Conference on Utility and Cloud Computing (UCC)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"An Energy Aware Application Controller for Optimizing Renewable Energy Consumption in Data Centres\",\"authors\":\"Corentin Dupont, Mehdi Sheikhalishahi, F. Facca, Fabien Hermenier\",\"doi\":\"10.1109/UCC.2015.36\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Sustainable energy sources such as renewable energies are replacing dirty sources of energy in order to address the environmental challenges of the century. In order to operate data centres with renewable energies we have to mitigate their volatile and variable nature. In this paper, we present the Energy Adaptive Software Controller (EASC), a generic software controller and interface that developers can use to make their application adaptive to renewable energy availability. Adaptivity is realized through the concept of working modes which allow to run an application under various performance levels. We advocate for a collaborative approach involving the developers of the applications in order to use the renewable energies more efficiently. The notion of EASC allows to abstract away the details of application scheduling, execution, and monitoring. We demonstrate the applicability and genericity of the EASC concept through four different instantiations. These instantiations cover two types of applications: task-oriented and service-oriented, and two kind of computing environments: Infrastructure-as-a-Service, and Platform-as-a-Service. The EASC has been trialled in the data centre of the healthcare agency of Trento, Italy and in the laboratory of HP Milan, Italy, with a mix of energy sources: national grid and local solar panels. The experimental results show how the EASC allowed to increase the renewable energies usage of 14% and 4.73% for Trento and HP Labs trials, respectively.\",\"PeriodicalId\":381279,\"journal\":{\"name\":\"2015 IEEE/ACM 8th International Conference on Utility and Cloud Computing (UCC)\",\"volume\":\"56 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 IEEE/ACM 8th International Conference on Utility and Cloud Computing (UCC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/UCC.2015.36\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE/ACM 8th International Conference on Utility and Cloud Computing (UCC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/UCC.2015.36","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9

摘要

可再生能源等可持续能源正在取代肮脏的能源,以应对本世纪的环境挑战。为了使用可再生能源运营数据中心,我们必须减轻其波动性和可变性。在本文中,我们提出了能源自适应软件控制器(EASC),这是一个通用的软件控制器和接口,开发人员可以使用它来使他们的应用程序适应可再生能源的可用性。通过允许在不同性能级别下运行应用程序的工作模式概念实现自适应性。为了更有效地利用可再生能源,我们提倡一种涉及应用程序开发人员的协作方法。EASC的概念允许抽象出应用程序调度、执行和监视的细节。我们通过四个不同的实例来证明EASC概念的适用性和通用性。这些实例涵盖了两种类型的应用程序:面向任务和面向服务,以及两种类型的计算环境:基础设施即服务和平台即服务。EASC已经在意大利特伦托医疗保健机构的数据中心和意大利米兰的惠普实验室进行了试验,使用了多种能源:国家电网和当地太阳能电池板。实验结果表明,在Trento和HP实验室的试验中,EASC分别使可再生能源的使用量增加了14%和4.73%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
An Energy Aware Application Controller for Optimizing Renewable Energy Consumption in Data Centres
Sustainable energy sources such as renewable energies are replacing dirty sources of energy in order to address the environmental challenges of the century. In order to operate data centres with renewable energies we have to mitigate their volatile and variable nature. In this paper, we present the Energy Adaptive Software Controller (EASC), a generic software controller and interface that developers can use to make their application adaptive to renewable energy availability. Adaptivity is realized through the concept of working modes which allow to run an application under various performance levels. We advocate for a collaborative approach involving the developers of the applications in order to use the renewable energies more efficiently. The notion of EASC allows to abstract away the details of application scheduling, execution, and monitoring. We demonstrate the applicability and genericity of the EASC concept through four different instantiations. These instantiations cover two types of applications: task-oriented and service-oriented, and two kind of computing environments: Infrastructure-as-a-Service, and Platform-as-a-Service. The EASC has been trialled in the data centre of the healthcare agency of Trento, Italy and in the laboratory of HP Milan, Italy, with a mix of energy sources: national grid and local solar panels. The experimental results show how the EASC allowed to increase the renewable energies usage of 14% and 4.73% for Trento and HP Labs trials, respectively.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
CYCLONE Unified Deployment and Management of Federated, Multi-cloud Applications Cloud Orchestration Features: Are Tools Fit for Purpose? Efficient Update of Encrypted Files for Cloud Storage Adaptive Performance Isolation Middleware for Multi-tenant SaaS Agent-Based Modelling as a Service on Amazon EC2: Opportunities and Challenges
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1