A survey on collaborative learning for intelligent autonomous systems

JCSD Anjos, KJ Matteussi, FC Orlandi… - ACM Computing …, 2023 - dl.acm.org
This survey examines approaches to promote Collaborative Learning in distributed systems
for emergent Intelligent Autonomous Systems (IAS). The study involves a literature review of …

Design guidelines for cooperative UAV-supported services and applications

I Al Ridhawi, O Bouachir, M Aloqaily… - ACM Computing Surveys …, 2021 - dl.acm.org
Internet of Things (IoT) systems have advanced greatly in the past few years, especially with
the support of Machine Learning (ML) and Artificial Intelligence (AI) solutions. Numerous AI …

Distributed artificial intelligence-as-a-service (DAIaaS) for smarter IoE and 6G environments

N Janbi, I Katib, A Albeshri, R Mehmood - Sensors, 2020 - mdpi.com
Artificial intelligence (AI) has taken us by storm, helping us to make decisions in everything
we do, even in finding our “true love” and the “significant other”. While 5G promises us high …

Pervasive AI for IoT applications: A survey on resource-efficient distributed artificial intelligence

E Baccour, N Mhaisen, AA Abdellatif… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Artificial intelligence (AI) has witnessed a substantial breakthrough in a variety of Internet of
Things (IoT) applications and services, spanning from recommendation systems and speech …

Multi-level federated learning for industry 4.0-a crowdsourcing approach

I Ullah, UU Hassan, MI Ali - Procedia Computer Science, 2023 - Elsevier
Federated learning is one of the emerging areas of research in computer science. It has
shown great potential in some application areas and we are witnessing evidence of new …

Federated learning for internet of things: A comprehensive survey

DC Nguyen, M Ding, PN Pathirana… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) is penetrating many facets of our daily life with the proliferation of
intelligent services and applications empowered by artificial intelligence (AI). Traditionally …

Federated and asynchronized learning for autonomous and intelligent things

L You, S Liu, B Zuo, C Yuen, D Niyato, HV Poor - IEEE Network, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) intertwined with autonomous and intelligent things (AITs) is
beginning to affect many aspects of our daily lives. Along with this trend, asynchronous …

The Internet of Autonomous Things applications: A taxonomy, technologies, and future directions

A Hemmati, AM Rahmani - Internet of Things, 2022 - Elsevier
Abstract The Internet of Autonomous Things (IoAT), also known as Autonomous Things
(AuT), is a relatively new concept for technological advancements that enable autonomous …

Distributed and democratized learning: Philosophy and research challenges

MNH Nguyen, SR Pandey, K Thar… - IEEE Computational …, 2021 - ieeexplore.ieee.org
Due to the availability of huge amounts of data and processing abilities, current artificial
intelligence (AI) systems are effective in solving complex tasks. However, despite the …

Applications of distributed machine learning for the Internet-of-Things: A comprehensive survey

M Le, T Huynh-The, T Do-Duy, TH Vu… - arXiv preprint arXiv …, 2023 - arxiv.org
The emergence of new services and applications in emerging wireless networks (eg,
beyond 5G and 6G) has shown a growing demand for the usage of artificial intelligence (AI) …