Edge Artificial Intelligence for Internet of Things Devices: Open Challenges

Vanessa Alvear, Paul Rosero, Vivian Lopez, Diego Peluffo

Publikation: Konference artikel i Proceeding eller bog/rapport kapitelKonferencebidrag i proceedingsForskningpeer review

Abstract

The advent of the Internet of Things (IoT) has witnessed a rapid proliferation of interconnected devices capable of sensing, collecting, and exchanging vast amounts of data. This data deluge has created a pressing need for efficient processing and analysis at the edge of the network, leading to the emergence of Edge Artificial Intelligence (AI) as a promising solution. Edge AI enables intelligent decision-making and real-time analytics on IoT devices, reducing the latency and bandwidth requirements associated with cloud-based processing. This paper aims to provide a comprehensive overview of the open challenges in deploying Edge AI for IoT devices. We identify and discuss key technical and practical challenges that hinder the widespread adoption and optimal utilization of Edge AI in the IoT ecosystem.
OriginalsprogEngelsk
TitelNew Trends in Disruptive Technologies, Tech Ethics and Artificial Intelligence
Antal sider7
Vol/bind1452
ForlagSpringer, Cham
Publikationsdato22 jul. 2023
Sider312-319
ISBN (Trykt)978-3-031-38343-4
ISBN (Elektronisk)978-3-031-38344-1
DOI
StatusUdgivet - 22 jul. 2023
BegivenhedInternational Conference on Disruptive Technologies, Tech Ethics and Artificial Intelligence - Salamanca, Salamanca, Spanien
Varighed: 21 jun. 202323 jun. 2023
https://link.springer.com/conference/dittet

Konference

KonferenceInternational Conference on Disruptive Technologies, Tech Ethics and Artificial Intelligence
LokationSalamanca
Land/OmrådeSpanien
BySalamanca
Periode21/06/202323/06/2023
Internetadresse
NavnAdvances in Intelligent Systems and Computing
ISSN2194-5357

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