This item was not updated in last three versions of the Radar. Should it have appeared in one of the more recent editions, there is a good chance it remains pertinent. However, if the item dates back further, its relevance may have diminished and our current evaluation could vary. Regrettably, our capacity to consistently revisit items from past Radar editions is limited.
Assess
Why?
Users of AITRIOS should not need to manually determine if the poor performance of edge apps is caused by environment change.
What?
Environment change detection will automatically detect changes to the environment, from those for which the model and application were designed and trained.
References
- MLOPs & Datadrift -- Confluence page
- Shared with SSS -- a folder in MLOps Team Google Drive