articleIEEE AccessJan 1, 2017GOLD OA

Big IoT Data Analytics: Architecture, Opportunities, and Open Research Challenges

University of Malaya · Bahauddin Zakariya University

Indexed incrossrefdoaj

Abstract

Voluminous amounts of data have been produced, since the past decade as the miniaturization of Internet of things (IoT) devices increases. However, such data are not useful without analytic power. Numerous big data, IoT, and analytics solutions have enabled people to obtain valuable insight into large data generated by IoT devices. However, these solutions are still in their infancy, and the domain lacks a comprehensive survey. This paper investigates the state-of-the-art research efforts directed toward big IoT data analytics. The relationship between big data analytics and IoT is explained. Moreover, this paper adds value by proposing a new architecture for big IoT data analytics. Furthermore, big IoT data…

Citation impact

973
total citations
FWCI
132.99
Percentile
100%
References
95
Citations per year

Authors

7

Topics & keywords

Keywords
  • Big data
  • Data science
  • Computer science
  • Analytics
  • Data analysis
  • Internet of Things
  • Software analytics
  • Architecture
UN Sustainable Development Goals
  • Industry, innovation and infrastructure
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