In the cloud environment, data centers are efficiently manipulated by cloud service providers (CSPs) in terms of energy consumption. Consequently, migrating workloads to clouds can result in lower energy consumption. This paper demonstrates that the Lift-and-Shift migration with optimal selections of cloud instances can provide significant energy savings, and explains how much and where the energy savings are obtained from. Additionally, the analysis on the variation of energy consumption is given when Auto-Scaling is deployed showing that further energy savings are expected even without refactoring applications. All the conclusions and analyses are based on the real data collected by Cloudamize Inc. from May 2016 to August 2016 over 40,000 machines across approximately 300 data centers.
翻译:在云层环境中,数据中心在能源消耗方面受到云服务供应商的高效操纵,因此,将工作量转移到云层可能导致能源消耗减少。本文表明,通过最佳选择云层实例的提升和提升迁移,可以节省大量能源,并解释节省多少能源以及从何处节省能源。此外,在部署“自动扩缩”时,对能源消耗的变化进行了分析,表明即使没有重新设定应用,预计也会进一步节省能源。所有结论和分析都基于2016年5月至2016年8月云层公司收集的大约300个数据中心40,000多台机器的真实数据。