Qi-Jun Hou

Efficient Serverless Federated Learning With Edge Model Migration on Non-IID Data

Federated Learning (FL) has emerged as a transformative distributed learning paradigm, offering a privacy-preserving solution for collaborative model training. However, its conventional cloud-centric architecture suffers from a significant communication bottleneck casused by frequent model transmissions and heterogeneo...