A query-driven regression framework with change detection and adaptive retraining estimates aggregate query answers in milliseconds under drifting workloads.
URL: http://db.csail.mit.edu/labdata/labdata.html, 2018
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Adaptive Learning of Aggregate Analytics under Dynamic Workloads
A query-driven regression framework with change detection and adaptive retraining estimates aggregate query answers in milliseconds under drifting workloads.