[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 …

A survey on mobile augmented reality with 5G mobile edge computing: Architectures, applications, and technical aspects

Y Siriwardhana, P Porambage… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
The Augmented Reality (AR) technology enhances the human perception of the world by
combining the real environment with the virtual space. With the explosive growth of powerful …

Edge-computing-driven internet of things: A survey

L Kong, J Tan, J Huang, G Chen, S Wang, X **… - ACM Computing …, 2022 - dl.acm.org
The Internet of Things (IoT) is impacting the world's connectivity landscape. More and more
IoT devices are connected, bringing many benefits to our daily lives. However, the influx of …

Federated learning in edge computing: a systematic survey

HG Abreha, M Hayajneh, MA Serhani - Sensors, 2022 - mdpi.com
Edge Computing (EC) is a new architecture that extends Cloud Computing (CC) services
closer to data sources. EC combined with Deep Learning (DL) is a promising technology …

Offloading using traditional optimization and machine learning in federated cloud–edge–fog systems: A survey

B Kar, W Yahya, YD Lin, A Ali - IEEE Communications Surveys …, 2023 - ieeexplore.ieee.org
The huge amount of data generated by the Internet of Things (IoT) devices needs the
computational power and storage capacity provided by cloud, edge, and fog computing …

Federated learning in mobile edge networks: A comprehensive survey

WYB Lim, NC Luong, DT Hoang, Y Jiao… - … surveys & tutorials, 2020 - ieeexplore.ieee.org
In recent years, mobile devices are equipped with increasingly advanced sensing and
computing capabilities. Coupled with advancements in Deep Learning (DL), this opens up …

A vision and framework for the high altitude platform station (HAPS) networks of the future

GK Kurt, MG Khoshkholgh, S Alfattani… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
A High Altitude Platform Station (HAPS) is a network node that operates in the stratosphere
at an of altitude around 20 km and is instrumental for providing communication services …

Space/aerial-assisted computing offloading for IoT applications: A learning-based approach

N Cheng, F Lyu, W Quan, C Zhou, H He… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
Internet of Things (IoT) computing offloading is a challenging issue, especially in remote
areas where common edge/cloud infrastructure is unavailable. In this paper, we present a …

Mobile edge computing: A survey

N Abbas, Y Zhang, A Taherkordi… - IEEE Internet of Things …, 2017 - ieeexplore.ieee.org
Mobile edge computing (MEC) is an emergent architecture where cloud computing services
are extended to the edge of networks leveraging mobile base stations. As a promising edge …

Survey of fog computing: Fundamental, network applications, and research challenges

M Mukherjee, L Shu, D Wang - IEEE Communications Surveys …, 2018 - ieeexplore.ieee.org
Fog computing is an emerging paradigm that extends computation, communication, and
storage facilities toward the edge of a network. Compared to traditional cloud computing, fog …