State-of-the-art research in FL
FL is a rapidly growing technology, and there are several state-of-the-art research directions in this space. The following are some of the recent advances in FL research.
Here is a high-level comparison of the different FL frameworks:
|
High-level capabilities |
FATE |
FedML |
Flower |
FedScale |
TFF |
|
Regression models |
Y |
Y |
Y |
Y |
Y |
|
Neural networks |
Y |
Y |
Y |
Y |
Y |
|
Tree-based models |
Y |
N |
N |
N |
... |
