Combined federated and split learning in edge computing for ubiquitous intelligence in internet of things: State-of-the-art and future directions

Q Duan, S Hu, R Deng, Z Lu - Sensors, 2022 - mdpi.com
Federated learning (FL) and split learning (SL) are two emerging collaborative learning
methods that may greatly facilitate ubiquitous intelligence in the Internet of Things (IoT) …

Recent advances of smart systems and internet of things (iot) for aquaponics automation: A comprehensive overview

MF Taha, G ElMasry, M Gouda, L Zhou, N Liang… - Chemosensors, 2022 - mdpi.com
Aquaponics is an innovative, smart, and sustainable agricultural technology that integrates
aquaculture (farming of fish) with hydroponics in growing vegetable crops symbiotically. The …

[HTML][HTML] Data acquisition and monitoring system framed in Industrial Internet of Things for PEM hydrogen generators

FJ Folgado, I González, AJ Calderón - Internet of Things, 2023 - Elsevier
Hydrogen is an energy carrier with increasing relevance in the current energy scenario
since it contributes to reduce fossil fuels dependence and carbon emissions for a …

ASSIST-IoT: A modular implementation of a reference architecture for the next generation Internet of Things

P Szmeja, A Fornés-Leal, I Lacalle, CE Palau… - Electronics, 2023 - mdpi.com
Next Generation Internet of Things (NGIoT) addresses the deployment of complex, novel IoT
ecosystems. These ecosystems are related to different technologies and initiatives, such as …

Internet of Things in healthcare: A survey on protocol standards, enabling technologies, WBAN architectures and open issues

VJ Aski, VS Dhaka, A Parashar, I Rida - Physical Communication, 2023 - Elsevier
This paper provides a state-of-art review on healthcare-IoT infrastructure, prominently
focusing on protocol standards, enabling technologies, wireless body area network (WBAN) …

An integrated scalable framework for cloud and iot based green healthcare system

MM Islam, ZA Bhuiyan - IEEE Access, 2023 - ieeexplore.ieee.org
Recent developments in IoT-enabled cloud computing and interactive applications have
made researchers rethink how healthcare services are currently provided. The IoT-cloud …

A holistic overview of the Internet of Things ecosystem

G Paolone, D Iachetti, R Paesani, F Pilotti, M Marinelli… - IoT, 2022 - mdpi.com
The Internet of Things (IoT) is a complex ecosystem of connected devices that exchange
data over a wired or wireless network and whose final aim is to provide services either to …

Stereo attention cross-decoupling fusion-guided federated neural learning for hyperspectral image classification

W Cai, M Gao, Y Ding, X Ning, X Bai… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Federated learning is a promising solution in several industries for cotraining models among
distributed clients via centralized servers without leaving private user data on the devices …

Towards intelligent data protocols for the edge

PK Donta, S Dustdar - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
The computing continuum is growing because multiple devices are added daily. Edge
devices play a key role in this because computation is decentralized or distributed. Edge …

[HTML][HTML] Construction Jobsite Image Classification Using an Edge Computing Framework

G Chen, A Alsharef, E Jaselskis - Sensors, 2024 - mdpi.com
Image classification is increasingly being utilized on construction sites to automate project
monitoring, driven by advancements in reality-capture technologies and artificial intelligence …