Query-centric regression

作者：

Highlights：

• Studies the impedance mismatch problem between regression models and DBMS analytics.

• A query-centric view and solution ensuring near-optimal performance for each query.

• New metrics for evaluating query-centric performance of regression models for DBMS.

摘要

•Studies the impedance mismatch problem between regression models and DBMS analytics.•A query-centric view and solution ensuring near-optimal performance for each query.•New metrics for evaluating query-centric performance of regression models for DBMS.

论文关键词：00-01,99-00,Query-centric,Regression for DBMSs,Predictive analytics

论文评审过程：Received 15 July 2020, Revised 23 December 2020, Accepted 1 February 2021, Available online 14 February 2021, Version of Record 23 November 2021.

论文官网地址：https://doi.org/10.1016/j.is.2021.101736