I agree, we would need some FLIPs to cover this. Actually there is already
some work on this topic initiated by Matthias Pohl (ccd).
Please see this:
https://cwiki.apache.org/confluence/display/FLINK/FLIP-360%3A+Merging+the+ExecutionGraphInfoStore+and+the+JobResultStore+into+a+single+component+CompletedJobStore

This FLIP actually covers some of these limitations already and other
outstanding issues in the operator.

Cheers,
Gyula

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