Edge Computing Tasks Orchestration: An Energy-Aware Approach

Johan Lohde Thomsen*, K. Thomsen, Rasmus B. Schmidt, Soren D. Jakobsgaard, Thor Beregaard, Michele Albano, Sergio Moreschini, Davide Taibi

*Kontaktforfatter

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Abstract

In this paper, we investigate experimentally the use of auctioning as a method for optimizing task orchestration in distributed computing systems by making selfish agents compete to execute computational tasks. Our goal is to find an approach that can improve the performance of these systems, using a deadline, fines, and reward limits in a reverse second-price sealed bid auction, to incentive and control the system, specifically in terms of improving task throughput and power consumption. With improvements to both energy consumption and task throughput, we have developed a promising approach, that is able to scale with the number of machines in the system. Results suggest that this type of auction may be useful for improving the implementation of these systems in a wide range of scenarios.

OriginalsprogEngelsk
TitelProceedings - 2023 IEEE International Conference on Edge Computing and Communications, EDGE 2023
RedaktørerClaudio Ardagna, Feras Awaysheh, Hongyi Bian, Carl K. Chang, Rong N. Chang, Flavia Delicato, Nirmit Desai, Jing Fan, Geoffrey C. Fox, Andrzej Goscinski, Zhi Jin, Anna Kobusinska, Omer Rana
Antal sider3
ForlagIEEE
Publikationsdato2023
Sider115-117
ISBN (Trykt)979-8-3503-0484-8
ISBN (Elektronisk)979-8-3503-0483-1
DOI
StatusUdgivet - 2023
Begivenhed7th IEEE International Conference on Edge Computing and Communications, EDGE 2023 - Hybrid, Chicago, USA
Varighed: 2 jul. 20238 jul. 2023

Konference

Konference7th IEEE International Conference on Edge Computing and Communications, EDGE 2023
Land/OmrådeUSA
ByHybrid, Chicago
Periode02/07/202308/07/2023
NavnProceedings - IEEE International Conference on Edge Computing
Vol/bind2023-July
ISSN2767-9918

Bibliografisk note

Publisher Copyright:
© 2023 IEEE.

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