Towards fog-based next generation Internet of Vehicles architecture

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

1 Citation (Scopus)

Abstract

Internet of Vehicles (IoV) is an integral component of the Intelligent Transportation System (ITS) with the vision to acquire and process data for improving traffic safety. In IoV, vehicles communicate by exchanging messages with other vehicles and roadside infrastructure subsequently generating a large volume of data often referred to as big data, and which demands a massive storage and high computational capability with minimal possible delay. The aim of this paper is to take a step forward in outlining the current state-of-the-art in IoV and analyzing the improved data processing and storage features by utilizing big data analytics and fog computing paradigm. We further presented a preliminary simulation result to demonstrate that the introduction of fog improves the overall system performance by ensuring low-latency critical for especially vehicular safety applications. Moreover, this paper briefly discusses a fog computing based IoV crime assistant and highlight some of its challenges which needs to be addressed in order to enhance the performance of such systems.

Original languageEnglish
Title of host publicationC3VP 2018 - Proceedings of the 1st International Workshop on Communication and Computing in Connected Vehicles and Platooning, Co-Located with MobiCom 2018
Place of PublicationNew York
PublisherAssociation for Computing Machinery
Pages15-21
Number of pages7
ISBN (Electronic)9781450359252
DOIs
Publication statusPublished - 1 Oct 2018
Event1st International Workshop on Communication and Computing in Connected Vehicles and Platooning, C3VP 2018, Co-Located 24th International ACM MobiCom 2018 - New Delhi, India
Duration: 29 Oct 2018 → …

Conference

Conference1st International Workshop on Communication and Computing in Connected Vehicles and Platooning, C3VP 2018, Co-Located 24th International ACM MobiCom 2018
CountryIndia
CityNew Delhi
Period29/10/18 → …

Keywords

  • Big Data Analytics
  • Fog Computing
  • Intelligent Transportation Systems
  • Internet of Vehicles

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  • Cite this

    Siddiqui, S. A., & Mahmood, A. (2018). Towards fog-based next generation Internet of Vehicles architecture. In C3VP 2018 - Proceedings of the 1st International Workshop on Communication and Computing in Connected Vehicles and Platooning, Co-Located with MobiCom 2018 (pp. 15-21). New York: Association for Computing Machinery. https://doi.org/10.1145/3267195.3267200