Comments (2)
Note about the database:
FOr now we will use TinyDB as database, but we may want to switch to a datavase that offers more performances and interesting features
such database(s) will have to handle:
- save images / paths (should we use a document oriented database)
- state of a model/optimizer (pure sql for performance)
- should we encrypt database?
- should we use orm for encompassing several type of database (free / paid solution)
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I have noticed lags when database have certain number of entries: I assumed it was due to tinydb requests from NodeAgentManager taking time, but it needs more investigation (eg though profiler)
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Related Issues (20)
- Create message types for additive secret sharing HOT 1
- `SecaggSetup` (node) implementation for additive secret sharing on node
- Create researcher `SecaggAdditiveKeyContext` to launch the setup phase for JL secagg using additive secret sharing
- Implement node endpoint for N2N message to handle `AddtiveSSharingRequest`, `AdditiveSSharingReply` in `fedbiomed/node/request/_n2n_controller.py`
- Merge all the tasks and test additive secret sharing
- Create researcher `SecaggKeyContext ` for additive secret sharing in `fedbiomed/researcher/secagg/secagg_context` HOT 1
- Researcher notebook requires authentication HOT 1
- Secure node to node communication for honest but curious scenario HOT 1
- Handle the request `secagg-additive-ss-setup-request` in the `Node` class
- Nonce security in LOM secure aggregation
- Implement `serialize` and `desearialize` methods for Message classes
- Remove MP-SPDZ dependency
- Design of secure node to node communication for honest but curious scenario doing
- Use symmetric encryption for node to node communications
- Unified interface to send messages on node side
- [New issue]: Redesign `nodes.requests` module
- batch_size issue
- Improve checks for `Message` class
- Experiment run returns unclear message if given node id is not existing in gRPC server
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