Sensor Virtualization and Data Orchestration in Internet of Vehicles (IoV)

Afaq Muhammad; Muhammad Saqib; Wang Cheol Song

Sensor Virtualization and Data Orchestration in Internet of Vehicles (IoV)

Afaq Muhammad, Muhammad Saqib, Wang Cheol Song^*

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

12 Scopus citations

Abstract

The idea of the Internet of Vehicles (IoV) has begun with the emergence of the Internet of things (IoT) and big data. This concept of IoV allows for information exchange between vehicles-to-anything (V2X), such as other vehicles, pedestrians, and mobile devices to enhance road safety and traffic management. However, network operation and management become more complex with an increase in the number of IoV devices. Although virtualization is a key enabler to providing flexible and automated network management and network resources optimization for vehicular services, a continuous information gathering from roadside infrastructure is greatly required. To this end, in this paper, a system is proposed to exploit the potential of Mobile Edge Computing (MEC) and virtualization technologies to maintain the status of the underlying network on the intermediate layer. This would lead to enhanced data processing performance as well as the availability of pre-processed or real-time data of the vehicular network to the newly introduced services despite the disconnection periods of vehicles.

Original language	English
Title of host publication	Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management
Editors	Toufik Ahmed, Olivier Festor, Yacine Ghamri-Doudane, Joon-Myung Kang, Alberto E. Schaeffer-Filho, Abdelkader Lahmadi, Edmundo Madeira
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	998-1003
Number of pages	6
ISBN (Electronic)	9783903176324
State	Published - 17 May 2021
Externally published	Yes
Event	17th IFIP/IEEE International Symposium on Integrated Network Management, IM 2021 - Virtual, Bordeaux, France Duration: 17 May 2021 → 21 May 2021

Publication series

Name	Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management

Conference

Conference	17th IFIP/IEEE International Symposium on Integrated Network Management, IM 2021
Country/Territory	France
City	Virtual, Bordeaux
Period	17/05/21 → 21/05/21

Bibliographical note

Publisher Copyright:
© 2021 IFIP.

Keywords

5G
Internet of Vehicles
MEC
OBU
Sensor virtualization

ASJC Scopus subject areas

Computer Networks and Communications
Information Systems and Management

UN SDGs

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

Cite this

Muhammad, A., Saqib, M., & Song, W. C. (2021). Sensor Virtualization and Data Orchestration in Internet of Vehicles (IoV). In T. Ahmed, O. Festor, Y. Ghamri-Doudane, J.-M. Kang, A. E. Schaeffer-Filho, A. Lahmadi, & E. Madeira (Eds.), Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management (pp. 998-1003). Article 9463936 (Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management). Institute of Electrical and Electronics Engineers Inc..

Muhammad, Afaq ; Saqib, Muhammad ; Song, Wang Cheol. / Sensor Virtualization and Data Orchestration in Internet of Vehicles (IoV). Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management. editor / Toufik Ahmed ; Olivier Festor ; Yacine Ghamri-Doudane ; Joon-Myung Kang ; Alberto E. Schaeffer-Filho ; Abdelkader Lahmadi ; Edmundo Madeira. Institute of Electrical and Electronics Engineers Inc., 2021. pp. 998-1003 (Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management).

@inproceedings{197a8e27ebd3469c8d0778f558a94ffe,

title = "Sensor Virtualization and Data Orchestration in Internet of Vehicles (IoV)",

abstract = "The idea of the Internet of Vehicles (IoV) has begun with the emergence of the Internet of things (IoT) and big data. This concept of IoV allows for information exchange between vehicles-to-anything (V2X), such as other vehicles, pedestrians, and mobile devices to enhance road safety and traffic management. However, network operation and management become more complex with an increase in the number of IoV devices. Although virtualization is a key enabler to providing flexible and automated network management and network resources optimization for vehicular services, a continuous information gathering from roadside infrastructure is greatly required. To this end, in this paper, a system is proposed to exploit the potential of Mobile Edge Computing (MEC) and virtualization technologies to maintain the status of the underlying network on the intermediate layer. This would lead to enhanced data processing performance as well as the availability of pre-processed or real-time data of the vehicular network to the newly introduced services despite the disconnection periods of vehicles.",

keywords = "5G, Internet of Vehicles, MEC, OBU, Sensor virtualization",

author = "Afaq Muhammad and Muhammad Saqib and Song, {Wang Cheol}",

note = "Publisher Copyright: {\textcopyright} 2021 IFIP.; 17th IFIP/IEEE International Symposium on Integrated Network Management, IM 2021 ; Conference date: 17-05-2021 Through 21-05-2021",

year = "2021",

month = may,

day = "17",

language = "English",

series = "Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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editor = "Toufik Ahmed and Olivier Festor and Yacine Ghamri-Doudane and Joon-Myung Kang and Schaeffer-Filho, {Alberto E.} and Abdelkader Lahmadi and Edmundo Madeira",

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Muhammad, A, Saqib, M & Song, WC 2021, Sensor Virtualization and Data Orchestration in Internet of Vehicles (IoV). in T Ahmed, O Festor, Y Ghamri-Doudane, J-M Kang, AE Schaeffer-Filho, A Lahmadi & E Madeira (eds), Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management., 9463936, Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management, Institute of Electrical and Electronics Engineers Inc., pp. 998-1003, 17th IFIP/IEEE International Symposium on Integrated Network Management, IM 2021, Virtual, Bordeaux, France, 17/05/21.

Sensor Virtualization and Data Orchestration in Internet of Vehicles (IoV). / Muhammad, Afaq; Saqib, Muhammad; Song, Wang Cheol.
Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management. ed. / Toufik Ahmed; Olivier Festor; Yacine Ghamri-Doudane; Joon-Myung Kang; Alberto E. Schaeffer-Filho; Abdelkader Lahmadi; Edmundo Madeira. Institute of Electrical and Electronics Engineers Inc., 2021. p. 998-1003 9463936 (Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Muhammad, Afaq

AU - Saqib, Muhammad

AU - Song, Wang Cheol

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N2 - The idea of the Internet of Vehicles (IoV) has begun with the emergence of the Internet of things (IoT) and big data. This concept of IoV allows for information exchange between vehicles-to-anything (V2X), such as other vehicles, pedestrians, and mobile devices to enhance road safety and traffic management. However, network operation and management become more complex with an increase in the number of IoV devices. Although virtualization is a key enabler to providing flexible and automated network management and network resources optimization for vehicular services, a continuous information gathering from roadside infrastructure is greatly required. To this end, in this paper, a system is proposed to exploit the potential of Mobile Edge Computing (MEC) and virtualization technologies to maintain the status of the underlying network on the intermediate layer. This would lead to enhanced data processing performance as well as the availability of pre-processed or real-time data of the vehicular network to the newly introduced services despite the disconnection periods of vehicles.

AB - The idea of the Internet of Vehicles (IoV) has begun with the emergence of the Internet of things (IoT) and big data. This concept of IoV allows for information exchange between vehicles-to-anything (V2X), such as other vehicles, pedestrians, and mobile devices to enhance road safety and traffic management. However, network operation and management become more complex with an increase in the number of IoV devices. Although virtualization is a key enabler to providing flexible and automated network management and network resources optimization for vehicular services, a continuous information gathering from roadside infrastructure is greatly required. To this end, in this paper, a system is proposed to exploit the potential of Mobile Edge Computing (MEC) and virtualization technologies to maintain the status of the underlying network on the intermediate layer. This would lead to enhanced data processing performance as well as the availability of pre-processed or real-time data of the vehicular network to the newly introduced services despite the disconnection periods of vehicles.

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BT - Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management

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A2 - Festor, Olivier

A2 - Ghamri-Doudane, Yacine

A2 - Kang, Joon-Myung

A2 - Schaeffer-Filho, Alberto E.

A2 - Lahmadi, Abdelkader

A2 - Madeira, Edmundo

PB - Institute of Electrical and Electronics Engineers Inc.

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Y2 - 17 May 2021 through 21 May 2021

ER -

Muhammad A, Saqib M, Song WC. Sensor Virtualization and Data Orchestration in Internet of Vehicles (IoV). In Ahmed T, Festor O, Ghamri-Doudane Y, Kang JM, Schaeffer-Filho AE, Lahmadi A, Madeira E, editors, Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management. Institute of Electrical and Electronics Engineers Inc. 2021. p. 998-1003. 9463936. (Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management).

Sensor Virtualization and Data Orchestration in Internet of Vehicles (IoV)

Abstract

Publication series

Conference

Bibliographical note

Keywords

ASJC Scopus subject areas

UN SDGs

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Cite this