Unleashing the Potential of Open Federated Learning Platforms: Survey and Vision

The author advocates for rethinking traditional Federated Learning frameworks to create Open Federated Learning Platforms, enabling a more inclusive and sustainable collaboration. The approach involves two reciprocal cooperation frameworks: query-based FL and contract-based FL.