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PairwiseHist: Fast, Accurate and Space-Efficient Approximate Query Processing with Data Compression

PairwiseHist: Fast, Accurate and Space-Efficient Approximate Query Processing with Data Compression

Exponential growth in data collection is creating significant challenges for data storage and analytics latency. Approximate Query Processing (AQP) has long been touted as a solution for accelerating analytics on large datasets, however, there is still room for improvement across all key performance criteria. In this paper, we propose a …