Byzantine machine learning: A primer

R Guerraoui, N Gupta, R Pinot - ACM Computing Surveys, 2024 - dl.acm.org
The problem of Byzantine resilience in distributed machine learning, aka Byzantine machine
learning, consists of designing distributed algorithms that can train an accurate model …

Edge AI for Internet of Medical Things: A literature review

A Rocha, M Monteiro, C Mattos, M Dias… - Computers and …, 2024 - Elsevier
Abstract The Internet of Things (IoT) consists of heterogeneous devices such as wearables
and monitoring devices that collect data to provide autonomous decision-making and smart …

Toward intelligent display with neuromorphic technology

X Zhang, D Liu, S Liu, Y Cai, L Shan, C Chen… - Advanced …, 2024 - Wiley Online Library
In the era of the Internet and the Internet of Things, display technology has evolved
significantly toward full‐scene display and realistic display. Incorporating “intelligence” into …

[HTML][HTML] Exploring the potential of distributed computing continuum systems

PK Donta, I Murturi, V Casamayor Pujol, B Sedlak… - Computers, 2023 - mdpi.com
Computing paradigms have evolved significantly in recent decades, moving from large room-
sized resources (processors and memory) to incredibly small computing nodes. Recently …

Recent developments in sensor technologies for enabling the hydrogen economy

K Ramaiyan, L Tsui, EL Brosha, C Kreller… - ECS Sensors …, 2023 - iopscience.iop.org
Efforts to create a sustainable hydrogen economy are gaining momentum as governments
all over the world are investing in hydrogen production, storage, distribution, and delivery …

Serverless on machine learning: A systematic map** study

A Barrak, F Petrillo, F Jaafar - IEEE Access, 2022 - ieeexplore.ieee.org
Machine Learning Operations (MLOps) is an approach to managing the entire lifecycle of a
machine learning model. It has evolved over the last years and has started attracting many …

Secure enhancement for MQTT protocol using distributed machine learning framework

NS Alotaibi, HI Sayed Ahmed, SOM Kamel… - Sensors, 2024 - mdpi.com
The Message Queuing Telemetry Transport (MQTT) protocol stands out as one of the
foremost and widely recognized messaging protocols in the field. It is often used to transfer …

[HTML][HTML] Improving cloud/edge sustainability through artificial intelligence: A systematic review

B Bermejo, C Juiz - Journal of Parallel and Distributed Computing, 2023 - Elsevier
In recent years, the increase in the use of services in cloud, fog, edge, and IoT ecosystems
has been very notable. On the one hand, environmental sustainability is affected by this type …

Comparison of machine learning algorithms for natural gas identification with mixed potential electrochemical sensor arrays

N Ma, S Halley, K Ramaiyan, F Garzon… - ECS Sensors Plus, 2023 - iopscience.iop.org
Mixed-potential electrochemical sensor arrays consisting of indium tin oxide (ITO), La 0.87
Sr 0.13 CrO 3, Au, and Pt electrodes can detect the leaks from natural gas infrastructure …

Containerization in edge intelligence: a review

L Urblik, E Kajati, P Papcun, I Zolotová - Electronics, 2024 - mdpi.com
The onset of cloud computing brought with it an adoption of containerization—a lightweight
form of virtualization, which provides an easy way of develo** and deploying solutions …