Minimal Green Energy Consumption and Workload Management for Data Centers on Smart City Platforms | |
Pei, Pei1![]() ![]() | |
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 | |
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). |
条目包含的文件 | 下载所有文件 | |||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Pei-2020-Minimal Gre(3961KB) | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论