Gabor Gevay created FLINK-2145:
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Summary: Median calculation for windows
Key: FLINK-2145
URL:
https://issues.apache.org/jira/browse/FLINK-2145 Project: Flink
Issue Type: Sub-task
Components: Streaming
Reporter: Gabor Gevay
Assignee: Gabor Gevay
Priority: Minor
The PreReducer for this has the following algorithm: We maintain two multisets (as, for example, balanced binary search trees), that always partition the elements of the current window to smaller-than-median and larger-than-median elements. At each store and evict, we can maintain this invariant with only O(1) multiset operations.
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