Journal
JOURNAL OF MANAGEMENT ANALYTICS
Volume 1, Issue 4, Pages 249-265Publisher
ROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTD
DOI: 10.1080/23270012.2014.992985
Keywords
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
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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 discussed. Big Data analytics (BDA) has been identified as a critical technology to support data acquisition, storage, and analytics in data management systems in modern manufacturing. The purpose of the presented work is to clarify the requirements of predictive systems, and to identify research challenges and opportunities on BDA to support cloud-based information systems.
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