一种新的电力约束数据中心资源分配启发式算法

Shuo Zhang, Baosheng Wang, Bao-kang Zhao, Z. Gong, Jing Tao
{"title":"一种新的电力约束数据中心资源分配启发式算法","authors":"Shuo Zhang, Baosheng Wang, Bao-kang Zhao, Z. Gong, Jing Tao","doi":"10.1109/NBiS.2013.40","DOIUrl":null,"url":null,"abstract":"Nowadays Internet-scale data centers are facing a severe issue, huge energy consumption, which not only increases operational cost, but also causes environment problem. For data center providers, putting power constraint on a data center may be a feasible way to keep energy consumption within an acceptable range. Hence it is commonly believed that, for a given power budget, maximizing the performance becomes an important goal for a data center, which can be achieved with well-designed resource allocation algorithm. In this paper, we discuss the resource allocation problem in a power-constrained data center, where the power consumption of whole cluster should not exceed a threshold that is set by data center provider. Then, we propose a novel resource allocation heuristic based on preference and fair allocation policy to this problem, and present further discussion and conclusion at the end.","PeriodicalId":261268,"journal":{"name":"2013 16th International Conference on Network-Based Information Systems","volume":"110 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Novel Resource Allocation Heuristic for a Power Constrained Data Center\",\"authors\":\"Shuo Zhang, Baosheng Wang, Bao-kang Zhao, Z. Gong, Jing Tao\",\"doi\":\"10.1109/NBiS.2013.40\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Nowadays Internet-scale data centers are facing a severe issue, huge energy consumption, which not only increases operational cost, but also causes environment problem. For data center providers, putting power constraint on a data center may be a feasible way to keep energy consumption within an acceptable range. Hence it is commonly believed that, for a given power budget, maximizing the performance becomes an important goal for a data center, which can be achieved with well-designed resource allocation algorithm. In this paper, we discuss the resource allocation problem in a power-constrained data center, where the power consumption of whole cluster should not exceed a threshold that is set by data center provider. Then, we propose a novel resource allocation heuristic based on preference and fair allocation policy to this problem, and present further discussion and conclusion at the end.\",\"PeriodicalId\":261268,\"journal\":{\"name\":\"2013 16th International Conference on Network-Based Information Systems\",\"volume\":\"110 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-09-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 16th International Conference on Network-Based Information Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/NBiS.2013.40\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 16th International Conference on Network-Based Information Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NBiS.2013.40","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

目前,互联网规模的数据中心面临着一个严峻的问题,即巨大的能源消耗,这不仅增加了运营成本,而且还造成了环境问题。对于数据中心提供商来说,对数据中心施加功率限制可能是将能耗保持在可接受范围内的可行方法。因此,人们普遍认为,对于给定的功率预算,性能最大化成为数据中心的重要目标,这可以通过设计良好的资源分配算法来实现。本文讨论了一个功率受限的数据中心中的资源分配问题,其中整个集群的功耗不应超过数据中心提供商设定的阈值。针对这一问题,本文提出了一种基于偏好和公平分配策略的资源分配启发式算法,并进行了进一步的讨论和总结。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Novel Resource Allocation Heuristic for a Power Constrained Data Center
Nowadays Internet-scale data centers are facing a severe issue, huge energy consumption, which not only increases operational cost, but also causes environment problem. For data center providers, putting power constraint on a data center may be a feasible way to keep energy consumption within an acceptable range. Hence it is commonly believed that, for a given power budget, maximizing the performance becomes an important goal for a data center, which can be achieved with well-designed resource allocation algorithm. In this paper, we discuss the resource allocation problem in a power-constrained data center, where the power consumption of whole cluster should not exceed a threshold that is set by data center provider. Then, we propose a novel resource allocation heuristic based on preference and fair allocation policy to this problem, and present further discussion and conclusion at the end.
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
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信