APPFL Components

In the design of the APPFL framework, we essentially create the server agent and client agent using six main building blocks (Aggregator, Scheduler, Trainer, Privacy, Communicator, and Compressor) to run various FL experiments.

First, let’s take a look at the server agent, client agent, and communicator on a high level.

• APPFL Server Agent
• APPFL Client Agent
• APPFL Communicator

Now, let’s take a look at the building blocks that make up the server agent and client agent in more detail.

• APPFL Aggregator
• APPFL Scheduler
• APPFL Trainer
• APPFL Privacy
• APPFL Compressor