FATE Network

Programming Framework

• Algorithm developer / engineer / scientist writes federated algorithms with Federation APIs.

Communication Infrastructure

• Cross-site communications among Federated Learning parties
• Modules
  • Meta-Service: Metadata manager and holder
  • Proxy: Application-Layer Transport Endpoint
  • Federation: Abstraction and implementation of Global Object, i.e. data to be ‘federated’ among parties
  • FATE-Exchange