PaddleFL 2020 Roadmap

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Dong Daxiang edited this page Feb 26, 2020 · 2 revisions

Roadmap of 2020

Q1: System Deployment and Development

Split learning for training with data privacy protection [done]
Horizontal FL Deployment on Kubernetes [To be merged]

Q2: Secure FL and Mobile devices FL

Vertical FL Development with Secure Multi-Party Computation, Secure Programming Framework, focus on linear model. [Plan to release initial version]
Horizontal FL on Mobile Devices with Personalization and Fast Adaptation. [Plan to release initial version]

Q3: Generalization and Scalability

Vertical FL with MPC focus on neural nets.
Horizontal FL on Mobile Devices scales to super scale.

Q4: TBD