Big data analytics with applications
Journal of Management Analytics
Taylor & Francis
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.
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
Zhuming M. Bi and David S. Cochran (2014).
Big data analytics with applications. Journal of Management Analytics.1 (4), 249-265. Taylor & Francis.