{"title":"A control theoretic approach for energy-efficient management of Online Social Network services","authors":"L. Caviglione, A. Pisano","doi":"10.1109/TIWDC.2013.6664221","DOIUrl":null,"url":null,"abstract":"As a consequence of the massive utilization of Online Social Networks (OSNs) they must exploit a huge amount of hardware and network appliances. Therefore, optimizing their energy consumption could lead to major benefits both from the environmental and economical viewpoints. In this perspective, this paper defines a general OSN model based on homogenous aggregates of machineries concurring for a common goal, defined as worker. Such template is then used to develop a non-linear controller to increase the power efficiency of the OSN by adjusting the frequencies of each worker, according to user-generated load of requests. Simulations are provided to show the effectiveness of the approach.","PeriodicalId":158112,"journal":{"name":"2013 24th Tyrrhenian International Workshop on Digital Communications - Green ICT (TIWDC)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 24th Tyrrhenian International Workshop on Digital Communications - Green ICT (TIWDC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TIWDC.2013.6664221","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
As a consequence of the massive utilization of Online Social Networks (OSNs) they must exploit a huge amount of hardware and network appliances. Therefore, optimizing their energy consumption could lead to major benefits both from the environmental and economical viewpoints. In this perspective, this paper defines a general OSN model based on homogenous aggregates of machineries concurring for a common goal, defined as worker. Such template is then used to develop a non-linear controller to increase the power efficiency of the OSN by adjusting the frequencies of each worker, according to user-generated load of requests. Simulations are provided to show the effectiveness of the approach.
由于在线社交网络(Online Social Networks, osn)的大量使用,它们必须利用大量的硬件和网络设备。因此,优化他们的能源消耗可以从环境和经济的角度带来重大效益。从这个角度来看,本文定义了一个通用的OSN模型,该模型基于为一个共同目标(定义为工人)而协同工作的机器的同质聚合。然后使用该模板开发非线性控制器,根据用户产生的请求负载,调整各工作人员的工作频率,从而提高OSN的功率效率。仿真结果表明了该方法的有效性。