Skip to main content

Big Data for Internet of Things: A Survey on IoT Frameworks and Platforms

  • Conference paper
  • First Online:
Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) (AI2SD 2019)

Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 92))

Abstract

Ordinary objects that we use in our daily life have become now connected to the Internet and are getting even smarter. Wearable devices, thermostats, cars, door locks, lights, and more appliances are now connected over the Internet of Things. Therefore, the number of these smart things increases remarkably. At the present time, we talk about billions of connected devices and it is expected that this rapid growth will carry forward in an exponential way. This development has led to the investment in IoT applications that allow users interacting with all their devices, monitoring and controlling them remotely. Furthermore, the massive amount of data generated by connected devices and sensors should be transformed into actionable insights and predictions thanks to Big Data technologies for better user experience automation. In the interest of developing and implementing IoT applications, many Internet of Things frameworks and platforms are now designed. This paper provides a review of several available IoT frameworks and platforms. For each one of them, we discuss its architecture and its important features. Moreover, these frameworks are compared to each other depending on several criteria, such as: Security, data analytics, and support of visualization.

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 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
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. Da Xu, L., He, W., Li, S.: Internet of things in industries: a survey. IEEE Trans Ind. Inform. 10, 2233–2243 (2014). https://doi.org/10.1109/TII.2014.2300753

  2. Yin, Y., Zeng, Y., Chen, X., Fan, Y.: The internet of things in healthcare: an overview. J. Ind. Inf. Integr. 1, 3–13 (2016). https://doi.org/10.1016/j.jii.2016.03.004

    Article  Google Scholar 

  3. Asghari, P., Rahmani, A.M., Javadi, H.H.S.: Internet of things applications: a systematic review. Comput. Netw. 148, 241–261 (2019). https://doi.org/10.1016/j.comnet.2018.12.008

    Article  Google Scholar 

  4. Raglin, A., Metu, S., Russell, S., Budulas, P.: Implementing internet of things in a military command and control environment. In: Next-Generation Analyst V, vol. 10207, p. 1020708 (2017). https://doi.org/10.1117/12.2265030

  5. Wong, S., Pinard, J.P.: Opportunities for smart electric thermal storage on electric grids with renewable energy. IEEE Trans. Smart Grid 8, 1014–1022 (2017). https://doi.org/10.1109/TSG.2016.2526636

    Article  Google Scholar 

  6. Derhamy, H., Eliasson, J., Delsing, J., Priller, P.: (2015) A survey of commercial frameworks for the internet of things. In: Conference on Emerging Technologies Factory Automation (ETFA), October 2015. https://doi.org/10.1109/etfa.2015.7301661

  7. Ammar, M., Russello, G., Crispo, B.: Internet of things: a survey on the security of IoT frameworks. J. Inf. Secur. Appl. 38, 8–27 (2018). https://doi.org/10.1016/j.jisa.2017.11.002

    Article  Google Scholar 

  8. Li, S., Da Xu, L., Zhao, S.: 5G internet of things: a survey. J. Ind. Inf. Integr. 10, 1–9 (2018). https://doi.org/10.1016/j.jii.2018.01.005

  9. Romdhani, I.: Architecting the Internet of Things (2011). https://doi.org/10.1007/978-3-642-19157-2

  10. Ge, M., Bangui, H., Buhnova, B.: Big data for internet of things: a survey. Futur. Gener. Comput. Syst. 87, 601–614 (2018). https://doi.org/10.1016/j.future.2018.04.053

    Article  Google Scholar 

  11. Karkouch, A., Mousannif, H., Al Moatassime, H., Noel, T.: Data quality in internet of things: a state-of-the-art survey. J. Netw. Comput. Appl. 73, 57–81 (2016). https://doi.org/10.1016/j.jnca.2016.08.002

    Article  Google Scholar 

  12. Hashem, I.A.T., Yaqoob, I., Khan, I., Vasilakos, A.V., Imran, M., Ahmed, A.I.A., Ahmed, E.: The role of big data analytics in internet of things. Comput. Netw. 129, 459–471 (2017). https://doi.org/10.1016/j.comnet.2017.06.013

    Article  Google Scholar 

  13. AWS IoT: AWS IOT services (2019). https://aws.amazon.com/iot/. Accessed 1 Mar 2019

  14. AWS IoT: Components of AWS IoT architecture (2019). https://aws.amazon.com/iot-core/features/. Accessed 1 Mar 2019

  15. Iotivity: COAP-HTTP proxy (2019). https://wiki.iotivity.org/coap-http_proxy. Accessed 1 Mar 2019

  16. Iotivity: Publish/Subscribe model (2019). https://wiki.iotivity.org/message_queue_mq_for_publish-subscribe_interactions. Accessed 1 Mar 2019

  17. Iotivity: Iotivity Architecture (2019). https://wiki.iotivity.org/architecture. Accessed 1 Mar 2019

  18. Azure IoT Suite: Azure Stream Analytics (2019). https://azure.microsoft.com/en-us/services/stream-analytics/. Accessed 1 Mar 2019

  19. Azure IoT Suite: Azure IoT Suite Security (2019). https://docs.microsoft.com/en-us/azure/iot-fundamentals/iot-security-deployment. Accessed 1 Mar 2019

  20. SmartThings: Groovy programming language (2019). https://docs.smartthings.com/en/latest/getting-started/groovy-for-smartthings.html. Accessed 1 Mar 2019

  21. SmartThings: SmartThings architecture (2019). https://docs.smartthings.com/en/latest/architecture/index.html. Accessed 1 Mar 2019

  22. Eclipse Kura: Eclipse Kura architecture (2019). http://eclipse.github.io/kura/intro/intro.html. Accessed 1 Mar 2019

  23. Eclipse Kura: Eclipse Kura security (2019). http://eclipse.github.io/kura/config/ssl-configuration.html. Accessed 1 Mar 2019

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Amine Atmani .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2020 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Atmani, A., Kandrouch, I., Hmina, N., Chaoui, H. (2020). Big Data for Internet of Things: A Survey on IoT Frameworks and Platforms. In: Ezziyyani, M. (eds) Advanced Intelligent Systems for Sustainable Development (AI2SD’2019). AI2SD 2019. Lecture Notes in Networks and Systems, vol 92. Springer, Cham. https://doi.org/10.1007/978-3-030-33103-0_7

Download citation

Publish with us

Policies and ethics