Quickr: Cost-Effective Data Analytics at Scale
Established: March 8, 2016
There is a large class of prior work. Below, we list a few that we built upon as we did this work. We are aware that this is a partial list and apologize in advance for omissions.
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Synopses for Massive Data: Samples, Histograms, Wavelets, Sketches by Cormode, Garofalakis, Haas and Jermaine.
- Optimized stratified sampling for approximate query processing by Chaudhuri, Das and Narasayya.
- BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data by Agarwal, Panda, Mozafari, Madden and Stoica.
- A Sampling Algebra for Aggregate Estimation by Nirkhiwale, Dobra and Jermaine.
