Mentions légales du service

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Verified Commit e9dc7e4b authored by ANDREY Paul's avatar ANDREY Paul
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* Integrate Fairness-aware methods (update branch, merge) (2 weeks)
* Add Analytics (API + processes + SecAgg (incl. Metrics)) (1 Month)
* Refactor routines
- NOTES:
- Write some structure to handle Model + Optimizer(s) + Aggregator
- Write logic for setup (duplicate from Server to Client / Peer to Peer)
- Write logic for local training (provided data is available)
- Write logic for aggregation (then, modularize to support Gossip, etc.)
* Revise serialization (move to Msgpack ; revise custom code ; screen perfs) (1 week)
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* Configuration tools => improve usability and extensibility ; see with Rosalie's work
* Interface and use FLamby (for examples and/or benchmarks)
-> See with Paul & Edwige
* Nouveaux algos
- Personalization via Hybrid training (2 weeks)
- Things with Rosalie?
* Profile performances (benchmark: with asv or, easier, using current logging)
* Revise Network Communication:
- Modularize timeout on responses => go minimal on that
- Enable connection loss/re-connection => not now, wait for tests / actual problems
- Improve the way clients are identified by MessagesHandler? => test again for issues (see if required/interesting)
- Improve the tackling of MessagesHandler receiving multiple messages from or for the same client? => wait for roadmap on decentralized
* Add client sampling
* Split NetworkServer from FederatedServer
* (Later) Quickrun mode revision
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