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The role of big dat...
The role of big data analytics in Internet of Things
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- Ahmed, Ejaz (författare)
- The Centre for Mobile Cloud Computing Research, Faculty of Computer Science and Information Technology, University of Malaya
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- Yaqoob, Ibrar (författare)
- The Centre for Mobile Cloud Computing Research, Faculty of Computer Science and Information Technology, University of Malaya
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- Hashem, Ibrahim Abaker Targio (författare)
- The Centre for Mobile Cloud Computing Research, Faculty of Computer Science and Information Technology, University of Malaya
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- Khan, Imran (författare)
- Schneider Electric Industries, Grenoble
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- Ahmed, Abdelmuttlib Ibrahim Abdalla (författare)
- The Centre for Mobile Cloud Computing Research, Faculty of Computer Science and Information Technology, University of Malaya
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- Imran, Muhammad (författare)
- College of Computer and Information Sciences, King Saud University
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- Vasilakos, Athanasios (författare)
- Luleå tekniska universitet,Datavetenskap
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(creator_code:org_t)
- Elsevier, 2017
- 2017
- Engelska.
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Ingår i: Computer Networks. - : Elsevier. - 1389-1286 .- 1872-7069. ; 129:2, s. 459-471
- Relaterad länk:
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Ämnesord
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- The explosive growth in the number of devices connected to the Internet of Things (IoT) and the exponential increase in data consumption only reflect how the growth of big data perfectly overlaps with that of IoT. The management of big data in a continuously expanding network gives rise to non-trivial concerns regarding data collection efficiency, data processing, analytics, and security. To address these concerns, researchers have examined the challenges associated with the successful deployment of IoT. Despite the large number of studies on big data, analytics, and IoT, the convergence of these areas creates several opportunities for flourishing big data and analytics for IoT systems. In this paper, we explore the recent advances in big data analytics for IoT systems as well as the key requirements for managing big data and for enabling analytics in an IoT environment. We taxonomized the literature based on important parameters. We identify the opportunities resulting from the convergence of big data, analytics, and IoT as well as discuss the role of big data analytics in IoT applications. Finally, several open challenges are presented as future research directions.
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap -- Medieteknik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Media and Communication Technology (hsv//eng)
Nyckelord
- Pervasive Mobile Computing
- Distribuerade datorsystem
Publikations- och innehållstyp
- ref (ämneskategori)
- art (ämneskategori)
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