[HTML][HTML] A routing optimization method for software-defined optical transport networks based on ensembles and reinforcement learning

J Chen, W Xiao, X Li, Y Zheng, X Huang, D Huang… - Sensors, 2022 - mdpi.com
Optical transport networks (OTNs) are widely used in backbone-and metro-area
transmission networks to increase network transmission capacity. In the OTN, it is …

[HTML][HTML] A look into smart factory for Industrial IoT driven by SDN technology: A comprehensive survey of taxonomy, architectures, issues and future research …

NN Josbert, M Wei, W Ping, A Rafiq - Journal of King Saud University …, 2024 - Elsevier
Abstract The Internet of Things (IoT) provides a major contribution to the innovation of smart
manufacturing and industrial automation. Due to IoT, network devices and intelligent …

End-to-end response time analysis for rt-mqtt: Trajectory approach versus holistic approach

E Shahri, P Pedreiras, L Almeida - 2023 IEEE 19th …, 2023 - ieeexplore.ieee.org
Nowadays, custom components are increasingly being replaced by commercially available
off-the-shelf hardware and standard protocols. Additionally, emerging industrial paradigms …

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 …

Scalable SDN-based MQTT real-time communications for edge networks

E Shahri, P Pedreiras, L Almeida… - 2023 IEEE 28th …, 2023 - ieeexplore.ieee.org
MQTT is a widely used application-layer protocol for Internet-of-Things (IoT) and Industrial
IoT networks. However, its centralized architecture, which relies on a broker that mediates all …

[HTML][HTML] Multi-Level Split Federated Learning for Large-Scale AIoT System Based on Smart Cities

H Xu, KP Seng, J Smith, LM Ang - Future Internet, 2024 - mdpi.com
In the context of smart cities, the integration of artificial intelligence (AI) and the Internet of
Things (IoT) has led to the proliferation of AIoT systems, which handle vast amounts of data …

[HTML][HTML] PrioMQTT: A prioritized version of the MQTT protocol

G Patti, L Leonardi, G Testa, LL Bello - Computer Communications, 2024 - Elsevier
MQTT is an application layer protocol that, thanks to its simplicity and low overhead, is
widely used in the Internet of Things (IoT) devices typically found in home automation and …

[HTML][HTML] Artificial Intelligence Implementation in Internet of Things Embedded System for Real-Time Person Presence in Bed Detection and Sleep Behaviour Monitor

ML Hoang, G Matrella, P Ciampolini - Electronics, 2024 - mdpi.com
This paper works on detecting a person in bed for sleep routine and sleep pattern
monitoring based on the Micro-Electro-Mechanical Systems (MEMS) accelerometer and …

A Scalable Real-Time SDN-Based MQTT Framework for Industrial Applications

E Shahri, P Pedreiras, L Almeida - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
The increasing prominence of concepts such as Smart Production and Industrial Internet of
Things (IIoT) within the context of Industry 4.0 has introduced a new set of requirements for …

Low-energy Network Protocols

H Kathiriya, A Bavarva, V Sorathiya - Recent Trends and Best …, 2023 - taylorfrancis.com
IoT and Industry 4.0 are the integration of sensors, processors, and power supply units,
which can be implemented using numerous networking technologies, for instance, wireless …