[HTML][HTML] Federated learning for edge computing: A survey

A Brecko, E Kajati, J Koziorek, I Zolotova - Applied Sciences, 2022 - mdpi.com
New technologies bring opportunities to deploy AI and machine learning to the edge of the
network, allowing edge devices to train simple models that can then be deployed in practice …

[HTML][HTML] Exploring the integration of edge computing and blockchain IoT: Principles, architectures, security, and applications

T Nguyen, H Nguyen, TN Gia - Journal of Network and Computer …, 2024 - Elsevier
IoT systems are widely used in various applications, including healthcare, agriculture,
manufacturing, and smart cities. However, these systems still have limitations, such as lack …

[HTML][HTML] A survey on IoT-edge-cloud continuum systems: Status, challenges, use cases, and open issues

P Gkonis, A Giannopoulos, P Trakadas, X Masip-Bruin… - Future Internet, 2023 - mdpi.com
The rapid growth in the number of interconnected devices on the Internet (referred to as the
Internet of Things—IoT), along with the huge volume of data that are exchanged and …

DeepThink IoT: the strength of deep learning in internet of things

D Thakur, JK Saini, S Srinivasan - Artificial Intelligence Review, 2023 - Springer
Abstract The integration of Deep Learning (DL) and the Internet of Things (IoT) has
revolutionized technology in the twenty-first century, enabling humans and machines to …

Meeting the requirements of internet of things: The promise of edge computing

A Hazra, A Kalita, M Gurusamy - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Over the last few decades, Internet of Things (IoT) has become the spotlight area of research
within the Industries and Academics. Primarily, IoT devices are characterized by small and …

Smart disease detection system for citrus fruits using deep learning with edge computing

P Dhiman, A Kaur, Y Hamid, E Alabdulkreem… - Sustainability, 2023 - mdpi.com
In recent decades, deep-learning dependent fruit disease detection and classification
techniques have evinced outstanding results in technologically advanced horticulture …

[PDF][PDF] Current state and prospects of edge computing within the Internet of Things (IoT) ecosystem

EO Sodiya, UJ Umoga, A Obaigbena… - … Journal of Science …, 2024 - scholar.archive.org
The burgeoning growth of the Internet of Things (IoT) has prompted a paradigm shift in
computing architectures, leading to the emergence and rapid evolution of edge computing …

Dependent task offloading with deadline-aware scheduling in mobile edge networks

M Maray, E Mustafa, J Shuja, M Bilal - Internet of Things, 2023 - Elsevier
In the field of the Internet of Things (IoT), Edge computing has emerged as a revolutionary
paradigm that offers unprecedented benefits by serving the IoT at the network edge. One of …

A survey on computation offloading in edge systems: From the perspective of deep reinforcement learning approaches

P Peng, W Lin, W Wu, H Zhang, S Peng, Q Wu… - Computer Science …, 2024 - Elsevier
Driven by the demand of time-sensitive and data-intensive applications, edge computing
has attracted wide attention as one of the cornerstones of modern service architectures. An …

A novel offloading strategy for multi-user optimization in blockchain-enabled Mobile Edge Computing networks for improved Internet of Things performance

AM Rahmani, J Tanveer, FS Gharehchopogh… - Computers and …, 2024 - Elsevier
As blockchain technology merges with Mobile Edge Computing (MEC) and the Internet of
Things (IoT), we encounter increasing challenges such as high energy consumption and …