R. S.

AI-Native Federated Edge Intelligence for Ultra-Reliable, Low-Latency, and Resource-Efficient 6G-IoT Networks

Mission-critical application is the Internet of Things (IoT), which is increasingly gaining popularity and will be even more popular in the future; ultra-reliability, low latency communication, scalability, efficient use of resources, and distributed intelligence should be supported by 6G. The works seek to improve int...

A Cyber-Physical Analytical Model for Industrial Machine Fault Prediction Using a Hybrid AI Technique

Predictive maintenance can aid in early failure detection and minimize unplanned industrial downtimes. In this study, the authors build a machine-failure prediction pipeline based on Random Forest (RF) in the AI4I 2020 Predictive Maintenance dataset. This framework integrates leakage-aware preprocessing, feature select...

AI-Native Deep Learning Framework for Ultra-Reliable Low-Latency IoT Networks with Federated Edge Intelligence