Fl framework assembly: FLSim

What is the FLSim Tool Assembly?

FLSim is an open-source, domain-agnostic federated learning simulation framework. It is designed for scalability and supports differential privacy, secure aggregation, and compression techniques. FLSim provides a flexible and comprehensive simulation environment for exploring various aspects of federated learning, making it suitable for research and development in cross-device FL.

What can you use the FLSim Tool Assembly for?

• Simulation of federated learning environments
• Research in differential privacy, secure aggregation, and compression
• Scalable FL experimentation

Limitations/Remarks

• Focused on simulation and research
• Ongoing development and feature expansion

Specific Use Cases/Applications

• Building simulators for FL research
• Exploring cross-device FL scenarios

How to access the FLSim Tool Assembly?

• GitHub Repository
• Install via pip or from source

References

• FLSim GitHub

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Original Framework Contributors

• FLSim Community

For a full list, see the FLSim GitHub contributors.

More information

Training

Affiliations Contributors