SelfFed: Self-adaptive Federated Learning with Non-IID data on Heterogeneous Edge Devices for Bias Mitigation and Enhance Training Efficiency

N Singh, M Adhikari - Information Fusion, 2025 - Elsevier
Federated learning (FL) offers a decentralized and collaborative training solution on
resource-constraint Edge Devices (EDs) to improve a global model without sharing raw …

Leveraging the Industrial Internet of Things (IIoT) for Real-Time CO2 Monitoring, Measurement and Visualization: Technologies, Applications and Future Directions

MSF Christensen - International Summit on the Global Internet of Things …, 2024 - Springer
Global CO2 emissions reduction requires industries to manage and understand their CO2
emission levels in real-time. This paper examines the Industrial Internet of Things (IIoT) for …

Artificial intelligence-driven predictive maintenance in IoT systems

RA Abdulrazzq, NM Sajid… - … Florida Journal of …, 2024 - ojs.southfloridapublishing.com
The study looks at the application of AI-driven predictive maintenance in IoT systems.
Predictive device failure, efficient reduction in system downtime, reduced maintenance …