期刊名称：International Journal of Computer Science & Technology
印刷版ISSN：2229-4333
电子版ISSN：0976-8491
出版年度：2017
卷号：8
期号：1
页码：63-70
语种：English
出版社：Ayushmaan Technologies
摘要：The implementation of cloud computing has attracted computing as a utility and enables penetrative applications from scientific, consumer and business domains. However, this implementation faces tremendous energy consumption, carbon dioxide emission and associated costs concerns. As energy consumption is becoming key issue for the operation and maintenance of cloud datacenters, cloud computing providers are becoming profoundly concerned. In this paper, we present formulations and solutions for Green Cloud Environments (GCE) to minimize its environmental impact and energy consumption under new models by considering static and dynamic portions of cloud components. The proposed methodology captures cloud computing data centers and presents a generic model for them. It investigates the energy consumption patterns and shows that by applying suitable optimization policies (ABC(Artificial Bee Colony) + NN (Neural Network)) directed through the energy consumption models, it is possible to save considerable percentage of energy consumption in cloud data centers.
