Edge Artificial Intelligence for Internet of Things Devices: Open Challenges

V Alvear-Puertas, PD Rosero-Montalvo… - … , Tech Ethics and …, 2023 - Springer
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 …

Hybrid decentralized data analytics in edge-computing-empowered iot networks

L Zhao, F Li, M Valero - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Edge computing is emerging as a new infrastructure for Internet-of-Things (IoT) networks by
placing computation and analytics near to where data are generated. This article presents a …

Edge server deployment for health monitoring with reinforcement learning in internet of medical things

H Yan, M Bilal, X Xu, S Vimal - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The Internet of Medical Things (IoMT) has recently gained a lot of interest in the health care
industry. IoMT enables real-time and omnipresent monitoring of a patient's health status …

Edge Computing and AI for IoT: Opportunities and Challenges

EH Lim, TY Chai, M ap Muniandy… - 2023 International …, 2023 - ieeexplore.ieee.org
The proliferation of Internet of Things (IoT) devices has led to an exponential growth in data
generated at the edge of the network. Edge computing, a distributed computing paradigm …

Decentralized edge-to-cloud load balancing: Service placement for the Internet of Things

Z Nezami, K Zamanifar, K Djemame… - IEEE Access, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) requires a new processing paradigm that inherits the scalability
of the cloud while minimizing network latency using resources closer to the network edge …

[PDF][PDF] Measurement: Sensors

M Sreenivasulu, J Ashok, RK Godi, P Padmaja… - …, 2023 - library.abes.ac.in
The Multi-access edge computing (MEC) server would provide context-aware capabilities.
When edge computing uses high-quality computing performance to supplement edge …

Federated learning framework for mobile edge computing networks

R Fantacci, B Picano - CAAI Transactions on Intelligence …, 2020 - Wiley Online Library
The continuous growth of smart devices needing processing has led to moving storage and
computation from cloud to the network edges, giving rise to the edge computing paradigm …

Convey intelligence to edge aggregation analytics

N Harth, K Delakouridis, C Anagnostopoulos - New Advances in the …, 2018 - Springer
Abstract In Internet of Things (IoT) environments, networks of sensors, actuators, and
computing devices are responsible to locally process contextual data, reason and …

Autonomous cooperative decision-making in massively distributed IoT via heterogenous networks

R Rahmani, T Kanter - Proceedings of the 1st International Conference …, 2017 - dl.acm.org
This paper presents a disruptive approach" Immersive Networking" enabling massively
distributed IoT nodes to participate in autonomous and cooperative decision-making. The …

[图书][B] Intelligent internet of things for healthcare and industry

The Internet of Things (IoT) is made up of software components and physical objects that are
deeply intertwined, each operating on different spatial and temporal scales, exhibiting …