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As data volumes continue to rise, manual inspection is becoming increasingly untenable. In response, we present MacroBase, a data analytics engine that prioritizes end-user attention in high-volume fast data streams. MacroBase enables efficient, accurate, and modular analyses that highlight and aggregate important and unusual behavior, acting as a search engine for fast data. MacroBase is able to deliver order-of-magnitude speedups over alternatives by optimizing the combination of explanationdoi:10.1145/3035918.3035928 dblp:conf/sigmod/BailisGMNRS17 fatcat:ntyrcf2txffnxdcq22fhxyz234