Toward Proactive Service Relocation for UAVs in MEC

Oussama Bekkouche; Somayeh Kianpisheh; Tarik Taleb

doi:10.1109/GLOBECOM46510.2021.9685066

Toward Proactive Service Relocation for UAVs in MEC

Oussama Bekkouche, Somayeh Kianpisheh, Tarik Taleb

Mobile Network Softwarization and Service Customization

Centre for Wireless Communications

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Conference article in proceedings › Scientific › vertaisarvioitu

1 Sitaatiot (Scopus)

Abstrakti

Multi-Access Edge Computing (MEC) is considered as one of the key enablers of Unmanned Aerial Vehicles (UAVs) use cases. However, the envisioned MEC deployments introduce new challenges related to the management of the mobility of services across the distributed MEC hosts, following the UAVs movements and possible handovers to ensure sustainable Quality-of-Service (QoS). A major challenge for MEC service mobility is the decision-making on where and when to relocate services. In this paper, we motivate the use of the predefined flight plans of UAVs for devising proactive relocation strategies that can deal efficiently with realistic asynchronous relocation processes. Moreover, we formulate the Proactive Service Relocation for UAV (PSRU) problem using linear programming, and we validate the gains introduced by the proactive relocation strategy and the use of the predefined flight plans of UAVs.

Alkuperäiskieli	Englanti
Otsikko	2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings
Kustantaja	IEEE
Sivumäärä	7
ISBN (elektroninen)	9781728181042
DOI - pysyväislinkit	https://doi.org/10.1109/GLOBECOM46510.2021.9685066
Tila	Julkaistu - 2021
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	IEEE Global Communications Conference - Madrid, Espanja Kesto: 7 jouluk. 2021 → 11 jouluk. 2021 https://globecom2021.ieee-globecom.org/

Julkaisusarja

Nimi	2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings

Conference

Conference	IEEE Global Communications Conference
Lyhennettä	GLOBECOM
Maa/Alue	Espanja
Kaupunki	Madrid
Ajanjakso	07/12/2021 → 11/12/2021
www-osoite	https://globecom2021.ieee-globecom.org/

Pääsy asiakirjaan

10.1109/GLOBECOM46510.2021.9685066

Muut tiedostot ja linkit

Linkki julkaisuun Scopuksessa

5G!Drones: 5G for Drone-based Vertical Applications
Taleb, T. (Vastuullinen tutkija), Abada, A. (Projektin jäsen), Shahbaztabar, D. (Projektin jäsen), Bekkouche, O. (Projektin jäsen), Manner, J. (Projektin jäsen), Dang, Y. (Projektin jäsen), Hireche, O. (Projektin jäsen), Rajasekaran, A. (Projektin jäsen), Hellaoui, H. (Projektin jäsen), Khennouche, H. (Projektin jäsen), Meles, M. (Projektin jäsen), Knuuttila, O. (Projektin jäsen) & Sehad, N. (Projektin jäsen)
01/06/2019 → 30/11/2022
Projekti: EU: Framework programmes funding

Siteeraa tätä

@inproceedings{43433ff7e6f54838b6d5b775df0cae78,

title = "Toward Proactive Service Relocation for UAVs in MEC",

abstract = "Multi-Access Edge Computing (MEC) is considered as one of the key enablers of Unmanned Aerial Vehicles (UAVs) use cases. However, the envisioned MEC deployments introduce new challenges related to the management of the mobility of services across the distributed MEC hosts, following the UAVs movements and possible handovers to ensure sustainable Quality-of-Service (QoS). A major challenge for MEC service mobility is the decision-making on where and when to relocate services. In this paper, we motivate the use of the predefined flight plans of UAVs for devising proactive relocation strategies that can deal efficiently with realistic asynchronous relocation processes. Moreover, we formulate the Proactive Service Relocation for UAV (PSRU) problem using linear programming, and we validate the gains introduced by the proactive relocation strategy and the use of the predefined flight plans of UAVs.",

keywords = "5G, Beyond 5G, Linear Programming, MEC, Mobile Networks, Service Migration, Unmanned Aerial Vehicles (UAVs)",

author = "Oussama Bekkouche and Somayeh Kianpisheh and Tarik Taleb",

note = "Funding Information: ACKNOWLEDGMENT This work was partially supported by the European Unions Horizon 2020 Research and Innovation Program through the 5G!Drones Project under Grant No. 857031. It was also supported in part by the Academy of Finland 6Genesis project under Grant No. 318927. REFERENCES Publisher Copyright: {\textcopyright} 2021 IEEE. | openaire: EC/H2020/857031/EU//5G!Drones; IEEE Global Communications Conference, GLOBECOM ; Conference date: 07-12-2021 Through 11-12-2021",

year = "2021",

doi = "10.1109/GLOBECOM46510.2021.9685066",

language = "English",

series = "2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings",

publisher = "IEEE",

booktitle = "2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings",

address = "United States",

url = "https://globecom2021.ieee-globecom.org/",

}

Bekkouche, O, Kianpisheh, S & Taleb, T 2021, Toward Proactive Service Relocation for UAVs in MEC. julkaisussa 2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings. 2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings, IEEE, IEEE Global Communications Conference, Madrid, Espanja, 07/12/2021. https://doi.org/10.1109/GLOBECOM46510.2021.9685066

Toward Proactive Service Relocation for UAVs in MEC. / Bekkouche, Oussama; Kianpisheh, Somayeh; Taleb, Tarik.
2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings. IEEE, 2021. (2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings).

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Conference article in proceedings › Scientific › vertaisarvioitu

TY - GEN

T1 - Toward Proactive Service Relocation for UAVs in MEC

AU - Bekkouche, Oussama

AU - Kianpisheh, Somayeh

AU - Taleb, Tarik

N1 - Funding Information: ACKNOWLEDGMENT This work was partially supported by the European Unions Horizon 2020 Research and Innovation Program through the 5G!Drones Project under Grant No. 857031. It was also supported in part by the Academy of Finland 6Genesis project under Grant No. 318927. REFERENCES Publisher Copyright: © 2021 IEEE. | openaire: EC/H2020/857031/EU//5G!Drones

PY - 2021

Y1 - 2021

N2 - Multi-Access Edge Computing (MEC) is considered as one of the key enablers of Unmanned Aerial Vehicles (UAVs) use cases. However, the envisioned MEC deployments introduce new challenges related to the management of the mobility of services across the distributed MEC hosts, following the UAVs movements and possible handovers to ensure sustainable Quality-of-Service (QoS). A major challenge for MEC service mobility is the decision-making on where and when to relocate services. In this paper, we motivate the use of the predefined flight plans of UAVs for devising proactive relocation strategies that can deal efficiently with realistic asynchronous relocation processes. Moreover, we formulate the Proactive Service Relocation for UAV (PSRU) problem using linear programming, and we validate the gains introduced by the proactive relocation strategy and the use of the predefined flight plans of UAVs.

AB - Multi-Access Edge Computing (MEC) is considered as one of the key enablers of Unmanned Aerial Vehicles (UAVs) use cases. However, the envisioned MEC deployments introduce new challenges related to the management of the mobility of services across the distributed MEC hosts, following the UAVs movements and possible handovers to ensure sustainable Quality-of-Service (QoS). A major challenge for MEC service mobility is the decision-making on where and when to relocate services. In this paper, we motivate the use of the predefined flight plans of UAVs for devising proactive relocation strategies that can deal efficiently with realistic asynchronous relocation processes. Moreover, we formulate the Proactive Service Relocation for UAV (PSRU) problem using linear programming, and we validate the gains introduced by the proactive relocation strategy and the use of the predefined flight plans of UAVs.

KW - 5G

KW - Beyond 5G

KW - Linear Programming

KW - MEC

KW - Mobile Networks

KW - Service Migration

KW - Unmanned Aerial Vehicles (UAVs)

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U2 - 10.1109/GLOBECOM46510.2021.9685066

DO - 10.1109/GLOBECOM46510.2021.9685066

M3 - Conference article in proceedings

AN - SCOPUS:85127224216

T3 - 2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings

BT - 2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings

PB - IEEE

T2 - IEEE Global Communications Conference

Y2 - 7 December 2021 through 11 December 2021

ER -

Toward Proactive Service Relocation for UAVs in MEC

Abstrakti

Julkaisusarja

Conference

Pääsy asiakirjaan

Muut tiedostot ja linkit

Sormenjälki

Projektit

5G!Drones: 5G for Drone-based Vertical Applications

Siteeraa tätä