When I start my flink application with a -p  parallelism value of 24, 29
slots are used for the application.  Is that expected behavior in some
scenarios?

My application reads in an event stream from Kafka.   It does some filtering
and does a keyBy on the stream.  Then it processes the same stream two
different ways.  The first does some data extraction and writes to a sink
(it uses rocksdb to manage state).  The second does a windowing on the
stream and writes to a different sink.





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