The paper introduces Join-iDS, a technique that joins incomplete data streams by imputing missing values via differential dependencies while pruning the search space, reporting high F1 and large speedups.
Efficient approximation of correlated sums on data streams
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Efficient Join Processing Over Incomplete Data Streams (Technical Report)
The paper introduces Join-iDS, a technique that joins incomplete data streams by imputing missing values via differential dependencies while pruning the search space, reporting high F1 and large speedups.