M. Mejail et al.trans. 2025. Communication-Efficient AI Architecture for Real-Time Sentiment Analysis in Distributed Content Systems. Progress in Electronics and Communication Engineering. 2, 2 (Sep. 2025), 104–111. DOI:https://doi.org/10.31838/4mmx5g78.