Running virtual services for the intelligent edge : a review

dc.contributorthekevin.afachao@gmail.comen_US
dc.contributor.upauthorAfachao, Kevin
dc.contributor.upauthorAbu-Mahfouz, Adnan Mohammed
dc.date.accessioned2023-07-17T14:03:13Z
dc.date.created2023
dc.date.issued2023
dc.descriptionEmerging technologies like Artificial Intelligence, the Internet of Things, Virtualization and Edge Computing are driving research towards making the Intelligent Edge conducive for varied application growth. Virtualization is adopted because it provides an adaptive development of services. Artificial Intelligence provides promising data manipulation opportunities while Edge Computing grants lower latency and higher data privacy to users. This article highlights significant architecture for virtual service deployment in the Intelligent Edge. The first basic concepts are presented: Virtualization, Network Function Virtualization, Artificial Intelligence and the Intelligent Edge. Then various virtual services modifications are discussed such as the Round Robin Algorithm, the Minimum-Minimum algorithm, the Multiheuristic Algorithm and the Particle Swarm Optimization Algorithm. The algorithms are contrasted on performance indicators such as makespan, standard deviation, degree of imbalance and processing speed. Results vary from algorithm to algorithm, indicating room for improvements. In addition the paper presents future opportunities for virtual service deployment in Intelligent Edge Computing.en_US
dc.description.embargo2024-12-15
dc.description.sponsorshipCentre For Connected Intelligenceen_US
dc.format.extentPresentation: 10 slides : col. Paper: 10p.en_US
dc.identifier.urihttp://hdl.handle.net/2263/91491
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.rightsUniversity of Pretoriaen_US
dc.subjectArtificial intelligence (AI)en_US
dc.subjectEdge computingen_US
dc.subjectSDG-09: Industry, innovation and infrastructureen_US
dc.subjectInternet of Things (IoT)en_US
dc.subjectScheduling algorithmsen_US
dc.titleRunning virtual services for the intelligent edge : a reviewen_US
dc.typeArticleen_US

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