Computation offloading in beyond 5G/6G networks with edge computing: implications and challenges

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Samenvatting

The emerging beyond 5G/6G networks come with novel, latency-sensitive and computation-intensive applications that require enhanced network performance and infrastructure to meet the expected quality of experience for end users. To cope with this challenge, computation offloading leverages the benefits of multi-access edge computing to migrate the application tasks requiring additional computing resources for reduced execution delay. Although the benefits of introducing offloading mechanisms into the network might be straightforward, the implementation is not trivial due to various communication and computation trade-offs that must be made to obtain optimal offloading decisions. In this paper, we provide an overview of computation offloading with highlight on the networking perspective by looking at different offloading decisions, current research efforts, as well as the challenges that may be encountered while building an efficient and robust offloading mechanism. In addition, we provide our view on the evolution of computation offloading in 6G networks to support novel applications through enriched infrastructure and powerful artificial intelligence techniques.
Originele taal-2Engels
TitelDistributed Computing and Artificial Intelligence, Special Sessions I, 20th International Conference
RedacteurenRashid Mehmood, Victor Alves, Isabel Praça, Jarosław Wikarek, Javier Parra-Domínguez, Roussanka Loukanova, Ignacio de Miguel, Tiago Pinto, Ricardo Nunes, Michela Ricca
Plaats van productieCham
UitgeverijSpringer
Hoofdstuk47
Pagina's473-479
Aantal pagina's7
ISBN van elektronische versie978-3-031-38318-2
ISBN van geprinte versie978-3-031-38317-5
DOI's
StatusGepubliceerd - jul. 2023
Evenement20th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2023 - University of Minho, Guimarães, Portugal
Duur: 12 jul. 202314 jul. 2023
Congresnummer: 20
https://www.dcai-conference.net/

Publicatie series

NaamLecture Notes in Networks and Systems, LNNS
Volume741
ISSN van geprinte versie2367-3370
ISSN van elektronische versie2367-3389

Congres

Congres20th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2023
Verkorte titelDCAI 2023
Land/RegioPortugal
StadGuimarães
Periode12/07/2314/07/23
Internet adres

Financiering

This work was supported by the EC H2020 MSCA ITN-ETN IoTalentum (grant no. 953442), ECSEL JU BRAINE (grant no. 876967) and EC KDT JU CLEVER (grant no. 101097560) projects.

FinanciersFinanciernummer
H2020 Marie Skłodowska-Curie Actions953442
EC KDT JU CLEVER101097560
ECSEL JU BRAINE876967

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