Encyclopedia of Big Data Technologies

Living Edition
| Editors: Sherif Sakr, Albert Zomaya

Big Data and Privacy Issues for Connected Vehicles in Intelligent Transportation Systems

  • Adnan MahmoodEmail author
  • Hushairi Zen
  • Shadi M. S. Hilles
Living reference work entry
DOI: https://doi.org/10.1007/978-3-319-63962-8_234-1

Definitions

Intelligent Transportation System is regarded as a smart application encompassing the promising features of sensing, analysis, control, and communication technologies in order to improve the safety, reliability, mobility, and efficiency of ground transportation.

Big Data is an evolving and emerging terminology describing a voluminous amount (terabytes, petabytes, exabytes, or even zettabyte) of structured, unstructured, and semi-structured data which could be mined for information.

Overview

The evolution of Big Data in large-scale Internet-of-Vehicles has brought forward unprecedented opportunities for a unified management of the transportation sector, and for devising smart Intelligent Transportation Systems. Nevertheless, such form of frequent heterogeneous data collection between the vehicles and numerous applications platforms via diverse radio access technologies has led to a number of security and privacy attacks, and accordingly demands for a ‘secure data collection’...

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

References

  1. Ahmed SH et al (2017) Named data networking for software defined vehicular networks. IEEE Commun Mag 55(8):60–66.  https://doi.org/10.1109/MCOM.2017.1601137CrossRefGoogle Scholar
  2. Choi J et al (2016) Millimeter wave vehicular communication to support massive automotive sensing. IEEE Commun Mag 54(12):160–167. Available at: http://arxiv.org/abs/1602.06456CrossRefGoogle Scholar
  3. Contreras J, Zeadally S, Guerrero-Ibanez JA (2017) Internet of vehicles: architecture, protocols, and security. IEEE Internet Things J 99:1–9.  https://doi.org/10.1109/JIOT.2017.2690902CrossRefGoogle Scholar
  4. Guo L et al (2017) A secure mechanism for big data collection in large scale internet of vehicle. IEEE Internet Things J 4(2):601–610.  https://doi.org/10.1109/JIOT.2017.2686451CrossRefGoogle Scholar
  5. Lu N et al (2014) Connected vehicles: solutions and challenges. IEEE Internet Things J 1(4):289–299.  https://doi.org/10.1109/JIOT.2014.2327587CrossRefGoogle Scholar
  6. Mumtaz S et al (2017) Terahertz communication for vehicular networks. IEEE Trans Veh Technol 66(7):5617–5625.  https://doi.org/10.1109/TVT.2017.2712878CrossRefGoogle Scholar
  7. Organization WH (2017) Save lives – a road safety technical package. Available at: http://apps.who.int/iris/bitstream/10665/255199/1/9789241511704-eng.pdf?ua=1
  8. Petroleum B (2017) BP energy outlook, British petroleum. Available at: https://www.bp.com/content/dam/bp/pdf/energy-economics/energy-outlook-2017/bp-energy-outlook-2017.pdf
  9. Seo H et al (2016) LTE evolution for vehicle-to-everything services. IEEE Commun Mag 54(6):22–28.  https://doi.org/10.1109/MCOM.2016.7497762CrossRefGoogle Scholar
  10. Singh J et al (2016) Twenty security considerations for cloud-supported internet of things. IEEE Internet Things J 3(3):269–284.  https://doi.org/10.1109/JIOT.2015.2460333CrossRefGoogle Scholar
  11. Sun X, Ansari NE (2016) Edge IoT: mobile edge computing for the Internet of things. IEEE Commun Mag 54(12):22–29.  https://doi.org/10.1109/MCOM.2016.1600492CMCrossRefGoogle Scholar
  12. Va V et al (2016) Millimeter wave vehicular communications: a survey. Found Trends Netw 10(1):1–113.  https://doi.org/10.1561/1300000054CrossRefGoogle Scholar
  13. Zheng X et al (2015) Big data for social transportation. IEEE Trans Intell Transp Syst 17(3):620–630.  https://doi.org/10.1109/TITS.2015.2480157CrossRefGoogle Scholar

Copyright information

© Springer International Publishing AG 2018

Authors and Affiliations

  • Adnan Mahmood
    • 1
    • 2
    • 3
    Email author
  • Hushairi Zen
    • 2
  • Shadi M. S. Hilles
    • 3
  1. 1.Telecommunication Software & Systems Group, Waterford Institute of TechnologyWaterfordIreland
  2. 2.Universiti Malaysia SarawakKota SamarahanMalaysia
  3. 3.Al-Madinah International UniversityShah AlamMalaysia

Section editors and affiliations

  • Junjun Chen
    • 1
  • Deepak Puthal
    • 2
  1. 1.Swinburne University of TechnologyMelbourneAustralia
  2. 2.Faculty of Engineering and Information TechnologiesUniversity of Technology Sydney