Questions #348
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Can OpenFl be used in cross-silos and cross-device scenarios? |
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Replies: 1 comment 2 replies
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Hi @omnia487 ! Thanks for the interest in OpenFL. OpenFL mostly covers cross-silos scenarios, but I wonder if you can describe specific cross-device use-cases. The terminology here is very vague, so it would be great to clarify what you exactly mean by cross-device. |
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cross-device settings concern learning across user devices that have data created by a single user. |
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Okay, in that case, we don't support such cross-device scenarios yet. |
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Hi @omnia487 ! Thanks for the interest in OpenFL.
OpenFL mostly covers cross-silos scenarios, but I wonder if you can describe specific cross-device use-cases. The terminology here is very vague, so it would be great to clarify what you exactly mean by cross-device.
OpenFL currently supports only horizontal data partitioning.
No DP example showcases yet, however you can add noise to the data inside
ShardDescriptoronEnvoyside. So, it should be pretty easy to integrate it.For the time-series, I don't see any obstacles since our interfaces are pretty open to support this case as well, but out-of-the box we don't have such examples. Maybe, for right now, Next Word Prediction example could…