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Mobile-edge computing-based delay minimization controller placement in SDN-IoV

  • Bo LI
  • , Xiaoheng DENG*
  • , Yiqin DENG*
  • *Corresponding author for this work

Research output: Journal PublicationsJournal Article (refereed)peer-review

Abstract

Internet of Vehicles (IoV) plays a fundamental role in the rapid development of intelligent transportation systems and smart cities by the way of facilitating data access. However, traditional routing protocols-based data forwarding cannot guarantee reliable services for low-latency applications in IoV. Motivated by the promising technologies of Software-defined networking (SDN) and Mobile-edge computing, this paper aims at enhancing the performance of IoV with the assistance of these two. Specifically, we first propose a three-layer hierarchy control framework for SDN-IoV based on the MEC. Under this framework, we investigate a controller placement problem with the objective of minimizing the delay between the switch and the controller. Then, we propose a Louvain algorithm-based controller placement policy to obtain the optimal location of controllers subject to load balance index and buffer size. Further, we put forward a controller replacement policy to adapt to the dynamic topology of IoV. Numerical results show that the proposed methods achieve a better performance than two baselines, in terms of the delay and load balance index.
Original languageEnglish
Article number108049
Number of pages11
JournalComputer Networks
Volume193
Early online date30 Mar 2021
DOIs
Publication statusPublished - 5 Jul 2021
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2021 Elsevier B.V.

Funding

This work was supported by National Natural Science Foundation of China (No. 61772553 ) and the Fundamental Research Funds for the Central Universities of Central South University, China (No. 2019zzts282 ).

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 11 - Sustainable Cities and Communities
    SDG 11 Sustainable Cities and Communities

Keywords

  • Controller placement
  • Internet of Vehicles (IoV)
  • Louvain algorithm
  • Mobile-edge computing (MEC)
  • Software-defined Network (SDN)

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