Efficient distributed swarm learning for edge computing
Federated learning (FL) methods face major challenges including communication
bottleneck, data heterogeneity and security concerns in edge IoT scenarios. In this paper …
bottleneck, data heterogeneity and security concerns in edge IoT scenarios. In this paper …
Robust distributed swarm learning for intelligent iot
In this paper, we study a communication-efficient distributed learning scheme through a
holistic integration of federated learning (FL) and particle swarm optimization, called DSL …
holistic integration of federated learning (FL) and particle swarm optimization, called DSL …