Dana Van Aken

Automatic Database Management System Tuning Through Large-scale Machine Learning

Dana Van Aken, Andrew Pavlo, Geoffrey J. Gordon et al. · 2017 · 550 citations · Full text

Computing, Computer Science, Data Management +16

Self-Driving Database Management Systems.

Andrew Pavlo, Gustavo Barriga Angulo, Joy Arulraj et al. · Conference on Innovative Data Systems Research · 2017 · 185 citations

Computing, Computer Science, Computer Systems +10

Query-based Workload Forecasting for Self-Driving Database Management Systems

Lin Ma, Dana Van Aken, Ahmed Hefny et al. · 2018 · 180 citations

Computing, Computer Science, Data Management +13

An evaluation of distributed concurrency control

Rachael Harding, Dana Van Aken, Andrew Pavlo et al. · Proceedings of the VLDB Endowment · 2017 · 122 citations

Computing, Computer Science, Computer Systems +17

An inquiry into machine learning-based automatic configuration tuning services on real-world database management systems

Dana Van Aken, Dongsheng Yang, Sebastien Brillard et al. · Proceedings of the VLDB Endowment · 2021 · 92 citations

Computing, Computer Science, Databases +12