Decentralized Proactive Model Offloading and Resource Allocation for Split and Federated Learning

Binbin Huang, Hailiang Zhao, Lingbin Wang +3

In the resource-constrained IoT-edge computing environment, Split Federated (SplitFed) learning is implemented to enhance training efficiency. This method involves each terminal de…