KSII Transactions on Internet and Information Systems (TIIS)

  • 제12권12호
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  • Pages.5669-5684
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  • 2018
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  • 1976-7277(pISSN)
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  • 1976-7277(eISSN)
한국인터넷정보학회 (Korean Society for Internet Information)
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A Study of Mobile Edge Computing System Architecture for Connected Car Media Services on Highway

  • Lee, Sangyub (Embedded SW Research R&D Center, Korea Electronics Technology Institute) ;
  • Lee, Jaekyu (Embedded SW Research R&D Center, Korea Electronics Technology Institute) ;
  • Cho, Hyeonjoong (Department of Computer and Information Science, Korea University)
  • 투고 : 2018.02.27
  • 심사 : 2018.08.20
  • 발행 : 2018.12.31
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초록

The new mobile edge network architecture has been required for an increasing amount of traffic, quality requirements, advanced driver assistance system for autonomous driving and new cloud computing demands on highway. This article proposes a hierarchical cloud computing architecture to enhance performance by using adaptive data load distribution for buses that play the role of edge computing server. A vehicular dynamic cloud is based on wireless architecture including Wireless Local Area Network and Long Term Evolution Advanced communication is used for data transmission between moving buses and cars. The main advantages of the proposed architecture include both a reduction of data loading for top layer cloud server and effective data distribution on traffic jam highway where moving vehicles require video on demand (VOD) services from server. Through the description of real environment based on NS-2 network simulation, we conducted experiments to validate the proposed new architecture. Moreover, we show the feasibility and effectiveness for the connected car media service on highway.

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참고문헌

  1. Syed Husain, Andreas Kunz, Athul Prasad, Konstantinos Samdanis and JaeSeung Song, "Mobile edge computing with network resource slicing for Internet-of-Things," in Proc. of 2018 IEEE 4th World Forum on Internet of Things, pp1-6, 2018.
  2. Jorg Swetina, Guang Lu, Philip Jacobs, Francois Ennesser and Jaeseung Song, "Toward a standardized common M2M service layer platform: Introduction to oneM2M," IEEE Wireless Communications, vol.21, Issue 3, pp. 20-26, 2014. https://doi.org/10.1109/MWC.2014.6845045
  3. Kyunglag Kwon, Hansaem Park, Sungwoo Jung, Jeungmin Lee and In Jeong Chung, "Dynamic Scheduling Method for Cooperative Resource Sharing in Mobile Cloud Computing Environments," KSII Transactions on Internet and Information Systems, Vol 3, No. 6, 2011.
  4. Shukun Liu and Weijia Jia, "An Adaptive Virtual Machine Location Selection Mechanism in Distributed Cloud," KSII Transactions on Internet and Information Systems, Vol 9, No. 12, 2015.
  5. Yanzhe Che, Qiang Yang and Chunming Wu, "Towards a hierarchical global naming framework in network virtualization," KSII Transactions on Internet and Information Systems, Vol 7, No. 5, 2013.
  6. M.Abuelela and S. Olariu, "Tasking VANET to the clouds," in Proc. of Proceeding of ACM mobile multicast, 2010.
  7. S. Arif, S. Olariu, J. Wang, G. Yan, W. Yang and I. Khalil, "Datacenter at the airport: Reasoning about time-dependent parking lot occupancy," IEEE Transactions on Parallel and Distributed System, Vol 23, No. 11, pp. 2067-2080, 2012. https://doi.org/10.1109/TPDS.2012.47
  8. M. Eltoweissy, S. Olariu and M. Younis, "Towards autonomous vehicular clouds," in Proc. of Proceeding of AdHocNets, 2010.
  9. S. Olariu, I. Khalil and M. Abuelela, "Taking VANET to the Clouds," International Journal of Pervasive Computing and Communications, Vol 7, No. 1, pp. 7-21, 2011. https://doi.org/10.1108/17427371111123577
  10. S. Olariu, M. Eltoweissy and M. Younis., "Towards autonomous vehicular clouds," ICST Transactions on Mobile Communications and Computing, Vol 11, No. 9, pp. 1-11, 2011.
  11. Bonomi F, "Connected vehicles, the internet of things, and fog computing," in Proc. of The Eighth ACM International Workshop on Vehicular Inter-networking VANET, Las Vegas, USA, 2011.
  12. Bahtovski, Aleksandar, and Marjan Gusev, "Cloudlet Challenges," in Proc. of Proceeding of Engineering 69, pp. 704-711, 2014. https://doi.org/10.1016/j.proeng.2014.03.045
  13. S Stojmenovic I, "Machine-to-machine communications with in-network data aggregation processing and actuation for large scale cyber-physical systems," IEEE Internet of Things Journal, vol. 1, issue 1, 2014.
  14. S. Nesargi and R. Prakash, "Distributed wireless channel allocation in networks with mobile base stations," Vehicular Technology, IEEE Transactions on, vol. 51, no. 6, pp. 1407-1421, 2002. https://doi.org/10.1109/TVT.2002.802972
  15. S. Olariu, T. Hristov and G. Yan, "The next paradigm shift: from vehicular networks to vehicular clouds," Mobile Ad Hoc Networking: Cutting Edge Directions, John Wiley & Sons, Inc.