Try out a minimum example from NVFlare, make full use of their features and observe. - [ ] [Containerized Deployment with Docker](https://nvflare.readthedocs.io/en/main/getting_started.html#containerized-deployment). - [ ] [Federated XGBoost](https://nvflare.readthedocs.io/en/main/key_features.html#federated-xgboost) - [ ] [***Federated Statistics***](https://nvflare.readthedocs.io/en/main/key_features.html#federated-statistics) apply this to our pipeline - [ ] [Scatter and Gather (SAG)](https://nvflare.readthedocs.io/en/main/programming_guide/controllers/scatter_and_gather_workflow.html#scatter-and-gather-workflow) - observe the difference between this and the swop task runner, is the broadcast on a blockchain base or server-client? - [ ] [Cross site model validation](https://nvflare.readthedocs.io/en/main/programming_guide/controllers/cross_site_model_evaluation.html#cross-site-model-evaluation) - is this feature needed for sl? - [ ] Use minimum security control/management - Homomorphic encryption - [ ] Do we need it for sl? - [ ] Do we need it for sl under VPN secured tunnel?
Try out a minimum example from NVFlare, make full use of their features and observe.
Containerized Deployment with Docker.
Federated XGBoost
Federated Statistics apply this to our pipeline
Scatter and Gather (SAG) - observe the difference between this and the swop task runner, is the broadcast on a blockchain base or server-client?
Cross site model validation - is this feature needed for sl?
Use minimum security control/management