{"title":"Pattern detection in cloud computing: Bibliometric mapping of publications in the field from past to present","authors":"Ahmet Ayaz, K. Çelik, Ozcan Ozyurt","doi":"10.1080/09737766.2021.2007038","DOIUrl":null,"url":null,"abstract":"The use of cloud computing has become widespread with the rapid development of technology. In this context, it is important to make a bibliometric analysis to identify developments in cloud computing research and to guide future research. For bibliometric analysis of cloud computing research, this study examines 48692 studies scanned in the Web of Science database as of July 2021, without year and index limits. VOSviewer software was used for bibliometric analysis. Bibliometric analysis showed that the research in the field of cloud computing increased exponentially until 2016, but after 2016, the research decreased and turned to more specific areas. China, USA, and India, respectively, are the countries that contributed the most to the cloud computing literature. According to the keyword co-occurrence analysis, the prominent keywords are fog computing, mobile cloud computing, data security, and trust. In addition, edge computing and blockchain stand out as trending topics in recent years. Future Generation Computer Systems and IEEE Access are the journals that contribute the most to the field. Taken as a whole, the findings of the study describe the field in general and provide important, enlightening, and stimulating information for researchers who are or will be interested in cloud computing.","PeriodicalId":10501,"journal":{"name":"COLLNET Journal of Scientometrics and Information Management","volume":"15 1","pages":"469 - 494"},"PeriodicalIF":1.6000,"publicationDate":"2021-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"COLLNET Journal of Scientometrics and Information Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/09737766.2021.2007038","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"INFORMATION SCIENCE & LIBRARY SCIENCE","Score":null,"Total":0}
引用次数: 0
Abstract
The use of cloud computing has become widespread with the rapid development of technology. In this context, it is important to make a bibliometric analysis to identify developments in cloud computing research and to guide future research. For bibliometric analysis of cloud computing research, this study examines 48692 studies scanned in the Web of Science database as of July 2021, without year and index limits. VOSviewer software was used for bibliometric analysis. Bibliometric analysis showed that the research in the field of cloud computing increased exponentially until 2016, but after 2016, the research decreased and turned to more specific areas. China, USA, and India, respectively, are the countries that contributed the most to the cloud computing literature. According to the keyword co-occurrence analysis, the prominent keywords are fog computing, mobile cloud computing, data security, and trust. In addition, edge computing and blockchain stand out as trending topics in recent years. Future Generation Computer Systems and IEEE Access are the journals that contribute the most to the field. Taken as a whole, the findings of the study describe the field in general and provide important, enlightening, and stimulating information for researchers who are or will be interested in cloud computing.
随着技术的快速发展,云计算的使用已经变得广泛。在这种情况下,重要的是要进行文献计量分析,以确定云计算研究的发展,并指导未来的研究。对于云计算研究的文献计量分析,本研究检查了截至2021年7月在Web of Science数据库中扫描的48692篇研究,没有年份和索引限制。使用VOSviewer软件进行文献计量学分析。文献计量分析表明,2016年之前,云计算领域的研究呈指数级增长,但2016年之后,研究减少,转向更具体的领域。中国、美国和印度分别是对云计算文献贡献最大的国家。根据关键词共现分析,突出的关键词是雾计算、移动云计算、数据安全、信任。此外,边缘计算和区块链是近年来的热门话题。《未来一代计算机系统》和《IEEE Access》是对该领域贡献最大的期刊。作为一个整体,该研究的发现概括地描述了该领域,并为正在或将要对云计算感兴趣的研究人员提供了重要的、启发性的和令人兴奋的信息。