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Big Data Analytics in Mobile and Cloud Computing Environments

Big Data Analytics in Mobile and Cloud Computing Environments

Muhammad Habib ur Rehman, Atta ur Rehman Khan, Aisha Batool
Copyright: © 2016 |Pages: 19
ISBN13: 9781522502876|ISBN10: 1522502874|EISBN13: 9781522502883
DOI: 10.4018/978-1-5225-0287-6.ch014
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MLA

Rehman, Muhammad Habib ur, et al. "Big Data Analytics in Mobile and Cloud Computing Environments." Innovative Research and Applications in Next-Generation High Performance Computing, edited by Qusay F. Hassan, IGI Global, 2016, pp. 349-367. https://doi.org/10.4018/978-1-5225-0287-6.ch014

APA

Rehman, M. H., Khan, A. U., & Batool, A. (2016). Big Data Analytics in Mobile and Cloud Computing Environments. In Q. Hassan (Ed.), Innovative Research and Applications in Next-Generation High Performance Computing (pp. 349-367). IGI Global. https://doi.org/10.4018/978-1-5225-0287-6.ch014

Chicago

Rehman, Muhammad Habib ur, Atta ur Rehman Khan, and Aisha Batool. "Big Data Analytics in Mobile and Cloud Computing Environments." In Innovative Research and Applications in Next-Generation High Performance Computing, edited by Qusay F. Hassan, 349-367. Hershey, PA: IGI Global, 2016. https://doi.org/10.4018/978-1-5225-0287-6.ch014

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Abstract

Multiple properties of big mobile data, namely volume, velocity, variety, and veracity make the big data analytics process a challenging task. It is desired that mobile devices initially process big data before sending it to big data systems to reduce the data complexity. However, the mobile devices have recourse constraints, and the challenge of processing big mobile data on mobile devices requires further exploration. This chapter presents a thorough discussion about mobile computing systems and their implication for big data analytics. It presents big data analytics with different perspectives involving descriptive, predictive, and prescriptive analytical methods. Moreover, the chapter presents a detailed literature review on mobile and cloud based big data analytics systems, and highlights the future application areas and open research issues that are relevant to big data analytics in mobile cloud environments. Lastly, the chapter provides some recommendations regarding big data processing, quality improvement, and complexity optimization.

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