Advertisement

The Role of IoT and Big Data in Modern Technological Arena: A Comprehensive Study

  • Sushree Bibhuprada B. Priyadarshini
  • Amiya BhusanBagjadabEmail author
  • Brojo Kishore Mishra
Chapter
Part of the Intelligent Systems Reference Library book series (ISRL, volume 154)

Abstract

In current era of technology, the adoration of Internet of Things (IoT) is rising rampantly with the proliferation in its exciting application prospects and practical usage. Fundamentally, IoT refers to a system of computing devices, persons or animals ascribed with unique identifiers. The data get transmitted without any human to computer or human to human interference. IoT has fundamentally emerged from merging of micro electro mechanical systems, micro services along with wireless technologies as well as internet. The merging assists in bridging between the information technology as well as operational technology, thereby analyzing the machine provoked data in technological platform. Further, Big data indicates large volume of structured as well as unstructured data associated in day to day life. In this context, the amount of data that can be generated and preserved on global level is mostly mind-boggling. However, the relevance of big data does not concentrate on how much data one possesses, however what one carries out on it. The current chapter throws light on IoT, Big data, their relevance, data sources, big data applications, IoT Architecture and security challenges, standards and protocols for IoT, single points of failure, IoT Code etc.

Keywords

IoT code Big data Data source 

References

  1. 1.
    Chen, Z., Chen, S., Feng, X.: A design of distributed storage and processing system for internet of vehicles. In: 8th International Conference on Wireless Communication and Signal Processing, IEEE, pp. 1–5 (2016)Google Scholar
  2. 2.
    Akatyev, N., James, J.I.: Evidence Identification in IoT Networks based on Threat Assessment, Future Generation Computer Systems. Elsevier, pp. 1–8 (2017)Google Scholar
  3. 3.
    Rajan, R., Thakker, D., Haller, A., Buyya, R.: A note on exploration of IoT generated big data using semantics 76, 495–498 (2017)Google Scholar
  4. 4.
    Khan, M.A., Solah, K.: IoT security: review, block chain solutions and open challenges. Future Gener. Comput. Syst. 82, 395–411 (2018)CrossRefGoogle Scholar
  5. 5.
    Ge, M., Bangui, H., Buhnova, B.: Big Data for Internet of Things: A Survey, Future Generation Computer Systems. Elsevier (2018)Google Scholar
  6. 6.
  7. 7.
  8. 8.
    Gandomi, A., Haidar, M.: Beyond the hype: big data concepts, methods and analytics. Int. J. Inf. Manage. 35(2), 137–144 (2015)CrossRefGoogle Scholar
  9. 9.
    Paakkonen, P., Pakkala, D.: Reference architecture and classification of technologies. Prod. Serv. Big Data Syst. Big Data Res. 2(4), 166–186 (2015)CrossRefGoogle Scholar
  10. 10.
  11. 11.
    Chen, M., Mao, S., Liu, Y.: Big data: a survey. Mobile Netw. App. 19, 171–209 (2014)CrossRefGoogle Scholar
  12. 12.
    Najafabadi, M.M., Villanustre, F., Khoshgoftaar, T.M., Seliya, N., Wald, R., Muharemagic, E.: Deep learning applications and challenges in big data analytics. J. Big Data 2, 1 (2015)CrossRefGoogle Scholar
  13. 13.
    Khan, N., Yaqoob, L., Hashem, I.A.T., Inayat, Z., Mahmoud Ali, W.K., Alam, M., Shiraz, M., Gani, A.: Big data: survey, techniques, opportunities and challenges. Sci. World J. (2014)Google Scholar
  14. 14.
    Bishop, C.M.: Pattern recognition. Mach. Learn. 128, 1–58 (2006)Google Scholar
  15. 15.
    Qiu, J., Wu, Q., Ding, G., et al.: A survey of machine learning for big data processing. EURASIP J. Adv. Sig. Process, pp. 1–16 (2016)Google Scholar
  16. 16.
    Bilal, M., Oyedele, L.O., Qadir, Junaid, et al.: Big data in the construction industry: a review of present status, opportunities and future trends. Adv. Eng. Inf. 30(3), 500–521 (2016)CrossRefGoogle Scholar

Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  • Sushree Bibhuprada B. Priyadarshini
    • 1
  • Amiya BhusanBagjadab
    • 2
    Email author
  • Brojo Kishore Mishra
    • 3
  1. 1.Institute of Technical Education and ResearchBhubaneswarIndia
  2. 2.Veer Surendra Sai University of TechnologyBurlaIndia
  3. 3.C. V. Raman College of EngineeringBhubaneswarIndia

Personalised recommendations