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CPU Fair Share - how is it designed to work?

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Hi everybody!

I'm running an RDS farm with three session hosts, all with CPU Fair share enabled (as it is by default).
Even so, some users are able to claim 100% CPU in their sessions for extended periods of time when doing complex operations or big queries like in Power BI and the likes, even when there are multiple sessions to the server.

The 100% CPU claim does not end before the operation halts.
Shouldn't CPU Fair Share prevent exactly this or am I missing a point?

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