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Oops: Optimizing operation-mode selection for IoT edge devices

Accepted version
Peer-reviewed

Type

Article

Change log

Authors

Samie, F 
Tsoutsouras, Vasileios  ORCID logo  https://orcid.org/0000-0001-5824-9763
Bauer, L 
Xydis, S 
Soudris, D 

Abstract

jats:pThe massive increase of IoT devices and their collected data raises the question of how to analyze all that data. Edge computing provides a suitable compromise, but the question remains: How much processing should be done locally vs. offloaded to other devices? The diverse application requirements and limited resources at the edge extend the challenges.</jats:p> jats:p We propose jats:italicOops</jats:italic> , an optimization framework to adapt the resource management at runtime distributedly. It orchestrates the IoT devices and adapts their operation mode with respect to their constraints and the gateway’s limited shared resources. Oops reduces runtime overhead significantly while increasing user utility compared to state-of-the-art. </jats:p>

Description

Keywords

Internet of Things, IoT, edge computing, constrained devices, resource management, runtime optimization

Journal Title

ACM Transactions on Internet Technology

Conference Name

Journal ISSN

1533-5399
1557-6051

Volume Title

19

Publisher

Association for Computing Machinery (ACM)

Rights

All rights reserved