Big data analytics with applications
作者机构：Department of EngineeringIndiana University Purdue University Fort WayneFort WayneIN 46805USA IPFW Center of Excellence in Systems Engineering
出 版 物：《Journal of Management Analytics》 (管理分析学报（英文）)
年 卷 期：2014年第1卷第4期
页 面：249-265页
学科分类：0202[经济学-应用经济学] 02[经济学] 1202[管理学-工商管理] 020205[经济学-产业经济学] 0714[理学-统计学（可授理学、经济学学位）] 0701[理学-数学]
主 题：Big data analytics(BDA) cloud computing Internet of Things(IoT) software as a service(SaaS) platform as a service(PaaS) infrastructure as a service(IaaS) predictive manufacturing cloud manufacturing
摘 要：In this paper,recent developments on the Internet of Things(IoT)and its applications are surveyed,and the impact of newly developed Big Data(BD)on manufacturing information systems is especially *** Data analytics(BDA)has been identified as a critical technology to support data acquisition,storage,and analytics in data management systems in modern *** purpose of the presented work is to clarify the requirements of predictive systems,and to identify research challenges and opportunities on BDA to support cloudbased information systems.
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