Title

Big data analytics with applications

Document Type

Article

Publication Date

12-2014

Publication Source

Journal of Management Analytics

Volume

1

Issue

4

Inclusive pages

249-265

DOI

http://dx.doi.org/10.1080/23270012.2014.992985

Publisher

Taylor & Francis

ISBN/ISSN

2327-0039

Peer Reviewed

yes

Abstract

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.

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

Disciplines

Engineering

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