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Do check out this summit video: https://druidsummit.org/americas/americas-agenda?agendaPath=session/1035730

Also see Julian's last comment in https://github.com/apache/druid/issues/9780 - he suggests using kafka or kinesis where possible for now, for structured streaming applications.