Quickr: Cost-Effective Data Analytics at Scale

Prototype and status

We have built a prototype in Cosmos as an initial step towards these goals. On queries from the TPC-DS benchmark, Quickr reduces the median resource usage by 2x; no groups are missed and 80% of the aggregates are within +-10% of their true value.