Data reduction based on machine learning algorithms for fog computing in IoT smart agriculture

FMR Junior, RAC Bianchi, RC Prati… - Biosystems …, 2022 - Elsevier
Highlights•It is a challenge to manage a massive amount of data generated by sensors in
IoT.•Combining machine learning with data compression results in a larger data …

[HTML][HTML] M-RL: A mobility and impersonation-aware IDS for DDoS UDP flooding attacks in IoT-Fog networks

S Javanmardi, M Ghahramani, M Shojafar, M Alazab… - Computers & …, 2024 - Elsevier
Abstract The Internet of Things (IoT) has recently received a lot of attention from the
information and communication technology community. It has turned out to be a crucial …

Federated learning for performance behavior detection in a fog-IoT system

FMR Junior, CA Kamienski - Internet of Things, 2024 - Elsevier
In fog-based IoT systems, every fog can behave differently due to context and vulnerabilities.
In smart irrigation systems, some fog nodes use more or fewer computing resources to …

Device and network driven cellular networks architecture and mobility management technique for fog computing-based mobile communication system

SK Biswash - Journal of Network and Computer Applications, 2022 - Elsevier
In this paper, we propose a metric and performance-based mode switching procedure for 5G
and beyond mobile fog networks. The network interchange mode of communication …

Model of IoT design decision-making processes in Flow Based Programming systems

C Orłowski, M Adrych - Journal of Information and …, 2024 - Taylor & Francis
The aim of the article is to present a model of decision-making processes in the design of
flow-based Internet of Things systems. This is an attempt to fill the research gap in the …

Data Value Extraction Mechanism in a Resilient Fog-based IoT System for Smart Irrigation

FM Ribeiro, CA Kamienski - 2021 IEEE International Workshop …, 2021 - ieeexplore.ieee.org
An IoT system of water management for automated irrigation in agriculture can use sensors
to obtain metrics such as soil moisture, soil temperature, soil pH, air humidity, and air …