2 papers
cs.NI2025
Curated Collaborative AI Edge with Network Data Analytics for B5G/6G Radio Access Networks
Sardar Jaffar Ali, Syed M. Raza, Duc-Tai Le +4
Despite advancements, Radio Access Networks (RAN) still account for over 50\% of the total power consumption in 5G networks. Existing RAN split options do not fully harness data po…
cs.LG2023
Regional Correlation Aided Mobile Traffic Prediction with Spatiotemporal Deep Learning
JeongJun Park, Lusungu J. Mwasinga, Huigyu Yang +5
Mobile traffic data in urban regions shows differentiated patterns during different hours of the day. The exploitation of these patterns enables highly accurate mobile traffic pred…