Energy-efficient edge intelligence: A comparative analysis of aiot technologies

A Jevremovic, Z Kostic, D Perakovic - Mobile Networks and Applications, 2023 - Springer
Modern IoT environments increasingly involve intensive data processing, using advanced
algorithms for artificial intelligence, locally on the nodes themselves. That is, for various …

[HTML][HTML] Edge AI: a survey

R Singh, SS Gill - Internet of Things and Cyber-Physical Systems, 2023 - Elsevier
Artificial Intelligence (AI) at the edge is the utilization of AI in real-world devices. Edge AI
refers to the practice of doing AI computations near the users at the network's edge, instead …

[HTML][HTML] Edge machine learning for ai-enabled iot devices: A review

M Merenda, C Porcaro, D Iero - Sensors, 2020 - mdpi.com
In a few years, the world will be populated by billions of connected devices that will be
placed in our homes, cities, vehicles, and industries. Devices with limited resources will …

[PDF][PDF] Toward a Fuzzy-based Approach for Computational Load Offloading of IoT Devices.

L Campanile, M Iacono, F Marulli… - J. Univers. Comput …, 2020 - academia.edu
Technological development and market expansion offer an increased availability of
resources and computing power on IoT nodes at affordable cost. The edge computing …

CCEI-IoT: Clustered and cohesive edge intelligence in Internet of Things

CK Dehury, PK Donta, S Dustdar… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
The recent advancement in edge computing allows IoT devices to be smart enough to
collect the surrounding data and react to the environment based on a predefined logic set or …

Artificial intelligence implication on energy sustainability in Internet of Things: A survey

N Charef, AB Mnaouer, M Aloqaily, O Bouachir… - Information Processing …, 2023 - Elsevier
The massive number of Internet of Things (IoT) devices connected to the Internet is
continuously increasing. The operations of these devices rely on consuming huge amounts …

Optimizing computational resources for edge intelligence through model cascade strategies

O Gómez-Carmona, D Casado-Mansilla… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
As the number of interconnected devices increases and more artificial intelligence (AI)
applications upon the Internet of Things (IoT) start to flourish, so does the environmental cost …

Evaluating edge processing requirements in next generation iot network architectures

B Olney, S Mahmud, R Karam - Internet of Things. A Confluence of Many …, 2020 - Springer
Abstract The Internet of Things (IoT) is a massively growing field with billions of devices in
the field serving a multitude of purposes. Traditionally, IoT architectures consist of “edge” …

[图书][B] Edge computing

F Al-Turjman, F Al-Turjman - 2019 - Springer
We are living in an era where the Edge of the Cloud is becoming a global platform for the
computation and interaction between machines and smart objects, in realtime applications …

[图书][B] Artificial intelligence in IoT

F Al-Turjman - 2019 - Springer
We are living in an era where the Artificial Intelligence (AI) is becoming a global platform for
the computation and interaction between machines and smart objects in real-time …