Minimal Green Energy Consumption and Workload Management for Data Centers on Smart City Platforms

doi:10.3390/su12083140

IR > 经济管理学院

	Minimal Green Energy Consumption and Workload Management for Data Centers on Smart City Platforms
	Pei, Pei1 ; Huo, Zongjie1 ; Sanjuan Martinez, Oscar 2; Gonzalez Crespo, Ruben 2
	2020-04
发表期刊	SUSTAINABILITY
卷号	12 期号:8
摘要	Presently, energy is considered a significant resource that grows scarce with high demand and population in the global market. Therefore, a survey suggested that renewable energy sources are required to avoid scarcity. Hence, in this paper, a smart, sustainable probability distribution hybridized genetic approach (SSPD-HG) has been proposed to decrease energy consumption and minimize the total completion time for a single machine in smart city machine interface platforms. Further, the estimated set of non-dominated alternative using a multi-objective genetic algorithm has been hybridized to address the problem, which is mathematically computed in this research. This paper discusses the need to promote the integration of green energy to reduce energy use costs by balancing regional loads. Further, the timely production of delay-tolerant working loads and the management of thermal storage at data centers has been analyzed in this research. In addition, differences in bandwidth rates between users and data centers are taken into account and analyzed at a lab scale using SSPD-HG for energy-saving costs and managing a balanced workload.
关键词	load balancing green energy genetic algorithm renewable energy
DOI	10.3390/su12083140
收录类别	SCIE ; SSCI
语种	英语
WOS研究方向	Science & Technology - Other Topics ; Environmental Sciences & Ecology
WOS类目	Green & Sustainable Science & Technology ; Environmental Sciences ; Environmental Studies
WOS记录号	WOS:000535598700073
出版者	MDPI
来源库	WOS
引用统计	被引频次：12[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/155212
专题	经济管理学院
通讯作者	Huo, Zongjie
作者单位	1.Lanzhou Univ Technol, Sch Econ & Management, Lanzhou 730050, Peoples R China; 2.Univ Int La Rioja, Sch Engn & Technol, Comp Sci Dept, Logrono 26006, La Rioja, Spain
第一作者单位	兰州理工大学
通讯作者单位	兰州理工大学
第一作者的第一单位	兰州理工大学
推荐引用方式 GB/T 7714	Pei, Pei,Huo, Zongjie,Sanjuan Martinez, Oscar,et al. Minimal Green Energy Consumption and Workload Management for Data Centers on Smart City Platforms[J]. SUSTAINABILITY,2020,12(8).
APA	Pei, Pei,Huo, Zongjie,Sanjuan Martinez, Oscar,&Gonzalez Crespo, Ruben.(2020).Minimal Green Energy Consumption and Workload Management for Data Centers on Smart City Platforms.SUSTAINABILITY,12(8).
MLA	Pei, Pei,et al."Minimal Green Energy Consumption and Workload Management for Data Centers on Smart City Platforms".SUSTAINABILITY 12.8(2020).

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