Skip to main content

Big Data and Fog Computing

  • Chapter
  • First Online:
Internet of Things

Part of the book series: SpringerBriefs in Electrical and Computer Engineering ((BRIEFSELECTRIC))

Abstract

In this chapter, we discuss big data generated from IoT devices and related challenges. We also discuss suitability of cloud and Fog computing for specific IoT applications. Afterwards, we present architecture for smart parking system and discus the suitability of Fog platform for this scenario.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 44.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 59.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Sarkar, S., Chatterjee, S., & Misra, S. (2015). Assessment of the suitability of fog computing in the context of internet of things. In IEEE Transaction on Cloud Computing, 34 (pp. 1–14).

    Google Scholar 

  2. Jalali, F., & Hinton, K. (2016). Fog computing may help to save energy in cloud computing. IEEE Journal on Selected Areas in Communications, 1, 1–12.

    Google Scholar 

  3. Roman, R., Najera, P., & Lopez, J. (2011). Securing the internet of things. IEEE Journal and Magzines, 44, 51–58.

    Google Scholar 

  4. Gubbi, J., Buyya, R., Marusic, S., & Palaniswami, M. (2013). Internet of Things (IoT): A vision, architectural elements, and future directions. ELSEVIER Future Generation Computer System, 29, 1645–1660.

    Article  Google Scholar 

  5. Mattern, F., & Floerkemeier, C. (2010). From the internet of computers to the internet of things. ACM Digital Library, 33, 107–121.

    Google Scholar 

  6. Atzoria, L., Ierab, A., & Morabito, G. (2010). The internet of things: A survey. ELSEVIER Computer Networks, 54, 2787–2805.

    Article  Google Scholar 

  7. Zugenmaier, A., & Walte, T. (2007). Security in pervasive computing calling for new security principles. In IEEE Conference on Pervasive Computing (pp. 96–99).

    Google Scholar 

  8. Weiser, M. (1999). The computer for the 21st century. ACM Digital Library, 1, 94–110.

    Google Scholar 

  9. Hayat, Z., Reeve, J., & Boutle, C. (1999). Ubiquitous security for ubiquitous computing. ACM Digital Library, 15, 434–441.

    Google Scholar 

  10. Bussard, L., & Roudier, Y. (2002). Authentication in pervasive computing. In Workshop on Security in Ubiquitous Computing (pp. 1–5).

    Google Scholar 

  11. Osmani, V., Balasubramaniam, S., & Botvich, D. (2007). Fog computing may help to save energy in cloud computing. In IEEE Journal on Selected Areas in Communications (JSAC) (pp. 254–258).

    Google Scholar 

  12. Mayrhofer, R., Gellersen, H., & Hazas, M. (2007). Security by spatial reference: Using relative positioning to authenticate devices for spontaneous interaction. Lecture notes in computer science. New York: Springer.

    Google Scholar 

  13. Lai, C.-F., Song, D.-Y., Hwang, R.-H., & Lai, Y.-X. (2016). A QoS-aware streaming service over fog computing infrastructures. In IEEE Digital Media Industry and Forum (pp. 94–98).

    Google Scholar 

  14. Bonomi, F., Milito, R., & Natarajan, P. (2015). Fog computing: A platform for internet of things and analytics. In A roadmap for smart environments, studies in computational intelligence (pp. 169–186). New York: Springer.

    Google Scholar 

  15. Rhodes, B. (1997). The wearable remembrance agent: A system for augmented memory. In International Symposium on Wearable Computers (pp. 123–128).

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Fatima Hussain .

Rights and permissions

Reprints and permissions

Copyright information

© 2017 The Author(s)

About this chapter

Cite this chapter

Hussain, F., Al-Karkhi, A. (2017). Big Data and Fog Computing. In: Internet of Things. SpringerBriefs in Electrical and Computer Engineering. Springer, Cham. https://doi.org/10.1007/978-3-319-55405-1_3

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-55405-1_3

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-55404-4

  • Online ISBN: 978-3-319-55405-1

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics