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A Review on Big Data Analytics in Internet of Things (IoT) and Its Roles, Applications and Challenges

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ICDSMLA 2020

Abstract

Big Data Analytics is a popular term all around utilized for a huge arrangement of data and it's analytics, it manages a large volume of heterogeneous information as organized, semi-organized and unstructured. We are having some knowledge on how information is pulled back from various sources and get converged for information preparing. In this paper, our major concentration on basic importance of the Big Data Analytics and IoT (Internet of things) and the multi-faced motivation behind Big data Analytics in IoT like its roles, applications, and challenges.

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References

  1. Misra A, Sharma A, Gulia P, Bana A (2014) Big Data: challenges and opportunities. Int J Innov Technol Explor Eng (IJITEE) 4(2):41–42

    Google Scholar 

  2. Alkar AZ, Buhur U (2005) An Internet based wireless home automation system for multifunctional devices. IEEE Trans Consum Electron 51:1169–1174

    Article  Google Scholar 

  3. Atzori L, Iera A, Morabito G (2010) The Internet of Things: a survey. Comput Netw 54:2787–2805

    Article  Google Scholar 

  4. Bubbi JB, Buyya R, Marusic S, Palaiswami M (2013) Internet of Things (IoT): a vision, architectural elements, and future directions. Future Gener Comput Syst 29:1645–1660

    Article  Google Scholar 

  5. Emiliano S, Abusayeed S, Song H, Ulf J, Mikael G (2018) Industrial Internet of Things: challenges, opportunities, and directions. IEEE Trans Ind Inform 4:4724–4734

    Google Scholar 

  6. Gubbi J, Buyya R, Marusi R, Palaniswami M (2013) Internet of Things (IoT): a vision, architectural elements, and future directions. Future Gener Comput Syst 29:1645–1660

    Google Scholar 

  7. Mothe R, Tharun Reddy S, Chythanya KR, Supraja Reddy Y (2019) Challenges, open research issues and tools in bigdata analytics. Int J Recent Technol Eng 8(2 Special Issue 11):2634–2641

    Google Scholar 

  8. Praveen P, Jayanth Babu C (2019) Big Data clustering: applying conventional data mining techniques in big data environment

    Google Scholar 

  9. Sheshikala M, Mohmmad S, Shabana (2018) Survey on multi level security for IoT network in cloud and data centers. J Adv Res Dyn Control Syst 10(10 Special Issue):134–146

    Google Scholar 

  10. Naeem M, Ejaz W, Karim L, Ahmed SH, Anpalagan A, Jo M (2017) Distributed gateway selection for M2M communication in cognitive 5G networks. IEEE Netw 31:94–100

    Article  Google Scholar 

  11. Mukherjee S, Shaw R (2016) Big Data—concepts, applications, challenges and future scope. Int J Adv Res Comput Commun Eng 5(2)

    Google Scholar 

  12. Swathi, Mothe R (2018) An overview of iot towards irrigation system. Indian J Public Health Res Dev 9(11):1184

    Google Scholar 

  13. Xu LD, He W, Li S (2014) Internet of Things in industries: a survey. IEEE Trans Ind Inform 10:2233–2243

    Article  Google Scholar 

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Mothe, R., Tharun Reddy, S., Vijay Kumar, B., Rajeshwar Rao, A., Chythanya, K.R. (2022). A Review on Big Data Analytics in Internet of Things (IoT) and Its Roles, Applications and Challenges. In: Kumar, A., Senatore, S., Gunjan, V.K. (eds) ICDSMLA 2020. Lecture Notes in Electrical Engineering, vol 783. Springer, Singapore. https://doi.org/10.1007/978-981-16-3690-5_70

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