Showing 2024Show all
2 papers · 1 filter
cs.AI2024
Geographical Node Clustering and Grouping to Guarantee Data IIDness in Federated Learning
Minkwon Lee, Hyoil Kim, Changhee Joo
Federated learning (FL) is a decentralized AI mechanism suitable for a large number of devices like in smart IoT. A major challenge of FL is the non-IID dataset problem, originatin…
cs.NI2024
Toward Scalable and Efficient Visual Data Transmission in 6G Networks
Junhao Cai, Taegun An, Changhee Joo
6G network technology will emerge in a landscape where visual data transmissions dominate global mobile traffic and are expected to grow continuously, driven by the increasing dema…