2 papers
cs.LG2026
Communication-Efficient Federated Learning by Exploiting Spatio-Temporal Correlations of Gradients
Shenlong Zheng, Zhen Zhang, Yuhui Deng +2
Communication overhead is a critical challenge in federated learning, particularly in bandwidth-constrained networks. Although many methods have been proposed to reduce communicati…
cs.NI2025
Design and Evaluation of an NDN-Based Network for Distributed Digital Twins
Chen Chen, Zihan Jia, Ze Wang +2
Digital twins (DT) have received significant attention due to their numerous benefits, such as real-time data analytics and cost reduction in production. DT serves as a fundamental…