IoT systems with multi-tier, distributed intelligence: From architecture to prototype

N GabAllah, I Farrag, R Khalil, H Sharara… - Pervasive and Mobile …, 2023 - Elsevier
… the network edge. … IoT system with distributed intelligence, we design and build a proof-of-concept
prototype for the three-tier system for one of the most common use cases in Intelligent

Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review

D Rosendo, A Costan, P Valduriez, G Antoniu - … of Parallel and Distributed …, 2022 - Elsevier
… A novel distributed architecture that extends Apache NiFi to enable stream data processing
at the Edge of the IoT network is presented in [36]. Edge Cluster Stream Processing (…

5G-Enabled Distributed Intelligence Based on O-RAN for Distributed IoT Systems

R Firouzi, R Rahmani - Sensors, 2022 - mdpi.com
… FL in mobile networks and IoT is challenging. This paper uses the O-RAN architecture to
deploy and optimize FL as a distributed intelligence method for distributed IoT networks. We …

[PDF][PDF] Enabling Distributed Intelligence in the Internet of Things using the IOTA Tangle Architecture.

TAA Alsboui, Y Qin, R Hill - IoTBDS, 2019 - scitepress.org
distributed intelligence approaches in IoT and focuses on the motivations and challenges
for distributed intelligence in IoT. … ’s nodes of IOTA network. the following paragraphs describes …

Distributed Intelligence Technologies: present and future applications

F Heylighen - The future information society: Social and …, 2017 - World Scientific
network of human and technological agents. The eventual integration of all these systems is
expected to produce a distributed intelligence at … the Internet of Things, an emerging network

Distributed intelligence: Trends in the management of complex systems

SB Calo, DC Verma, E Bertino - Proceedings of the 22Nd ACM on …, 2017 - dl.acm.org
… Thus, there is the opportunity to evolve interoperable networks of devices and … for IoT
environments is that of Multi-Agent Systems (MAS) [1], which are based on distributed intelligence

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
… Since approaches and techniques reviewed in this survey rely on artificial intelligence
and deep neural networks, we start first by providing a brief background of deep learning. A …

Enabling distributed intelligence in Internet of Things: an air quality monitoring use case

N Lazrak, J Ouarzazi, J Zahir, H Mousannif - Personal and Ubiquitous …, 2020 - Springer
distributed intelligence which is a cost-efficient solution that enables a flexible prediction
process distributed within a network … of the art in Internet of Things, distributed machine learning, …

Cognition-based networks: A new perspective on network optimization using learning and distributed intelligence

M Zorzi, A Zanella, A Testolin, MDF De Grazia… - IEEE …, 2015 - ieeexplore.ieee.org
… -BAsed NETworkS (COBANETS), intelligent communication systems which are much
more than just a collection of smart or cognitive nodes, and instead include a network-wide …

Artificial intelligence enabled Internet of Things: Network architecture and spectrum access

H Song, J Bai, Y Yi, J Wu, L Liu - … Computational Intelligence …, 2020 - ieeexplore.ieee.org
… In this article, the frameworks of centralized and distributed AI-enabled IoT networks are
introduced. Key technical challenges, including random access and spectrum sharing (spectrum …