Straggler-resilient Federated Learning: Tackling Computation Heterogeneity with Layer-wise Partial Model Training in Mobile Edge Network

H Wu, P Wang, CV Narayana - arXiv preprint arXiv:2311.10002, 2023 - arxiv.org
Federated Learning (FL) enables many resource-limited devices to train a model
collaboratively without data sharing. However, many existing works focus on model …

Straggler-resilient Federated Learning: Tackling Computation Heterogeneity with Layer-wise Partial Model Training in Mobile Edge Network

H Wu, P Wang, CV Aswartha Narayana - arXiv e-prints, 2023 - ui.adsabs.harvard.edu
Federated Learning (FL) enables many resource-limited devices to train a model
collaboratively without data sharing. However, many existing works focus on model …