Open xuannn1998 opened 2 years ago
@xuannn1998 good questions. We will release our LightSecAgg (MLSys 2022) soon.
https://proceedings.mlsys.org/paper/2022/file/d2ddea18f00665ce8623e36bd4e3c7c5-Paper.pdf
Current FedAvg algorithm is done by sequential training (simulation with a single process). In order to achieve asynchronous FL, is it possible to change training phase to parallel?
@xuannn1998 Please check this example, we do support simulation with sequential distributed training: python/examples/simulation/mpi_torch_fedavg_seq/README.md
as for asynchronous FL, it's better to run it in real-world system. Do you hope to support async FL in simulation or real-world cross-silo?
@xuannn1998 We will revisit this soon.
Hi there,
Are there any implementations related to asynchronous FL? Especially the state-of-the-art paper: Asynchronous Federated Optimization